Knowledge Base System

Knowledge Base System is the consolidated PKOS platform workspace, preserving a complete WSL development environment spanning 463 files and 3.9MB. It is built with markdown, YAML, Python, and Notion integration, operating as the backbone of the local PKOS plugin system. The project is in production phase at P1 priority, making it one of the highest-priority projects in the portfolio.

The workspace contains several major components. The Ingesta Toolkit provides MCP server orchestration and content processing CI/CD pipelines, enabling automated ingestion and transformation of documents and data. The QAP (Quadratic Assignment Problem) optimization framework includes 3 solvers, 19 tests, and QAPLIB benchmarking capabilities for combinatorial optimization research.

The repository also houses 8 or more MCP server reference implementations, serving as working examples and templates for building new MCP servers. Cross-platform automation scripts in both Bash and PowerShell ensure the system operates across Linux/WSL and Windows environments. Writing templates provide standardized formats for content creation workflows.

A knowledge graph maps all component relationships within the system, documenting how the various tools, servers, and frameworks connect to each other. This graph serves as both documentation and a navigational aid for understanding the workspace architecture.

The published repository backs the local PKOS plugin system, which provides Claude Code with access to knowledge base records, governance tools, and project metadata. Knowledge Base System is hosted on GitHub under the alawein organization and is tagged for PKOS, knowledge-base, and sync use cases. It functions as the central reference implementation for the entire platform workspace infrastructure.