Knowledge Orchestrator

Overview

The Knowledge Orchestrator is a meta-cognitive skill that automatically analyzes user requests and intelligently routes them to the most appropriate specialized skill(s): obsidian-markdown, hierarchical-reasoning, or knowledge-graph. It operates as a transparent cognitive layer that enhances task execution through:

• Automatic skill selection based on semantic task analysis
• Context-aware routing using confidence-weighted decision logic
• Workflow composition for complex multi-skill tasks
• Hybrid MCP integration that enriches context before delegation
• Quality validation ensuring outputs meet standards

The orchestrator eliminates the need for manual skill selection while enabling sophisticated multi-skill workflows that produce higher-quality outputs than individual skills alone.

Core Philosophy

The orchestrator operates at a meta-tactical level—above individual skill tactics but below user-facing strategy—serving as an intelligent dispatcher rather than a monolithic controller. It preserves skill autonomy (skills can still be invoked directly) while adding adaptive coordination that emerges from task analysis rather than rigid rules.

Core Capabilities