Reorganize project structure for professional standards

- Created tests/python/ directory for Python test scripts
- Moved all scattered Python test files to tests/python/
- Added comprehensive tests/python/README.md documentation
- Moved generate_docs.py to scripts/ directory
- Created .project_structure documenting clean organization
- Eliminated loose files from root directory
- Organized by language and purpose (C++/Python tests separated)
- Follows standard open source project layout

Professional structure now includes:
  * Clear separation of C++ and Python tests
  * Logical directory hierarchy
  * All utility scripts in scripts/
  * Comprehensive documentation at all levels

🤖 Generated with [Claude Code](https://claude.ai/code)

Co-Authored-By: Claude <noreply@anthropic.com>

Author: DavionKalhen

.project_structure

@@ -0,0 +1,62 @@
+# libadic - Professional Project Structure
+
+## Root Level Files
+- README.md - Main project documentation
+- LICENSE - MIT license
+- CHANGELOG.md - Version history
+- CONTRIBUTING.md - Contribution guidelines
+- SECURITY.md - Security policy
+- setup.py - Python package setup
+- pyproject.toml - Python project configuration
+- CMakeLists.txt - CMake build configuration
+- Dockerfile - Container definition
+- docker-compose.yml - Container orchestration
+
+## Core Directories
+
+### `/include/libadic/` - Public C++ Headers
+- All mathematical interfaces and core classes
+
+### `/src/` - C++ Implementation
+- `base/` - Core arithmetic (GMP wrapper, modular)
+- `fields/` - Number fields (Zp, Qp, cyclotomic)
+- `functions/` - Special functions (gamma, log, L-functions)
+
+### `/tests/` - Test Suites
+- `*.cpp` - C++ unit tests
+- `python/` - Python binding tests and validation scripts
+
+### `/python/` - Python Bindings
+- `src/` - pybind11 binding code
+- `libadic/` - Python module
+- `tests/` - Python-specific tests
+- `examples/` - Python usage examples
+
+### `/docs/` - Documentation
+- API_REFERENCE.md - Complete API with examples
+- USER_GUIDE.md - Tutorials and walkthroughs
+- MATHEMATICAL_REFERENCE.md - Mathematical background
+- `validation/` - Validation and benchmark suites
+
+### `/examples/` - Example Programs
+- C++ examples (interactive_demo.cpp, etc.)
+- Python examples (Reid-Li validation, character exploration)
+
+### `/scripts/` - Build and Utility Scripts
+- build.sh, run_all_tests.sh
+- generate_docs.py - Documentation generator
+
+### `/cmake/` - CMake Modules
+- Project-specific CMake configuration
+
+### `/extern/` - External Dependencies
+- pybind11 - Python binding library
+
+## Professional Standards Met
+✅ Clear separation of concerns
+✅ Logical directory hierarchy
+✅ All loose files organized
+✅ Comprehensive documentation
+✅ Test organization by language/purpose
+✅ Standard naming conventions
+✅ Proper LICENSE and contributing files

generate_docs.py scripts/generate_docs.pygenerate_docs.py renamed to scripts/generate_docs.py

@@ -0,0 +1,48 @@
+# Python Test Suite
+
+This directory contains Python test scripts for the libadic library bindings.
+
+## Test Files
+
+### Core Functionality Tests
+- **`test_python_simple.py`** - Basic Python binding tests
+- **`test_python_bindings.py`** - Comprehensive binding validation
+- **`test_api_summary.py`** - API completeness verification
+
+### Mathematical Validation Tests
+- **`test_reid_li_working.py`** - Reid-Li criterion basic tests
+- **`test_reid_li_comprehensive.py`** - Comprehensive Reid-Li validation
+- **`test_simple_working.py`** - Simple mathematical property tests
+- **`verify_mathematical_correctness.py`** - Mathematical identity verification
+
+## Running Tests
+
+```bash
+# Run all Python tests
+cd tests/python
+python -m pytest
+
+# Run individual test files
+python test_python_simple.py
+python test_reid_li_working.py
+
+# Comprehensive validation
+python test_reid_li_comprehensive.py
+python verify_mathematical_correctness.py
+```
+
+## Requirements
+
+- Python 3.8+
+- libadic Python bindings installed
+- pytest (for running test suite)
+
+## Test Coverage
+
+These tests validate:
+- Python binding completeness and correctness
+- p-adic arithmetic operations
+- Dirichlet character enumeration and evaluation
+- L-function computations
+- Reid-Li criterion mathematical identities
+- Precision tracking and error handling