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my-pal-mcp-server/memory-bank/systemPatterns.md
Patryk Ciechanski 08b326802e add mb
2025-06-11 13:20:07 +02:00

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System Patterns Optional

This file documents recurring patterns and standards used in the project. It is optional, but recommended to be updated as the project evolves. 2025-01-11 22:47:00 - Log of updates made.

Coding Patterns

  • MCP Tool Structure: Individual tools in tools/ directory inherit from BaseTool
  • Configuration Management: Centralized config.py with environment variable handling
  • Utility Organization: Shared utilities in utils/ for file operations, git, tokens
  • Testing Strategy: Comprehensive test suite with both unit tests and live integration tests

Architectural Patterns

  • Docker Compose Orchestration: Multi-service setup with Redis for conversation memory
  • Memory Management: Dual approach - file-based Memory Bank + Memory MCP entities
  • Documentation-Driven Development: All code changes require corresponding documentation
  • Collaboration Framework: Structured Claude-Gemini interaction patterns with tool selection matrix

Testing Patterns

  • Separation of Concerns: Unit tests (no API key) vs live integration tests (API key required)
  • Mocking Strategy: Mock external API calls in unit tests to avoid rate limits
  • Quality Gates: Pre-commit validation with multiple tools (codereview, precommit, etc.)
  • Environment Isolation: Docker-based testing to ensure consistent environments

2025-01-11 22:47:00 - Initial creation with observed patterns from codebase analysis