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1. meaningful_metrics meaningful_metrics Public

   Open-source evaluation frameworks for human-centered metrics, AI evaluation playbooks, and governance templates

   Python

2. agent-orchestrator agent-orchestrator Public

   Multi-agent orchestration system with state machine coordination and typed message passing

   Python

3. modern-rag-pipeline modern-rag-pipeline Public

   Production RAG pipeline with hybrid search (semantic + BM25), multiple chunking strategies, evaluation metrics, and FastAPI REST API

   Python

4. ai-assistant ai-assistant Public

   Personal AI Infrastructure — 60+ composable skills, autonomous task execution, voice interaction, and persistent memory. Built on Claude Code.

   TypeScript

5. mcp-toolkit-server mcp-toolkit-server Public

   MCP server with tools, resources, and prompts — text analysis, web search, weather with mock mode for demos

   TypeScript

6. context-engineering-toolkit context-engineering-toolkit Public

   Context window optimization library for LLM applications — compression, prioritization, and benchmarking tools

   Python