knowledge-orchestrator
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.