knowledge-orchestrator

Route complex inputs to specialized skills with context enrichment and validation.

7|3|Updated Jan 15, 2026
One-click install
npx skills add https://github.com/Zpankz/mcp-skillset --skill knowledge-orchestrator
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: knowledge-orchestrator
Source: https://github.com/Zpankz/mcp-skillset/tree/main/knowledge-orchestrator
Command: npx skills add https://github.com/Zpankz/mcp-skillset --skill knowledge-orchestrator

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires pyyaml, and includes scripts (resource) and references (resource) components.

What problem does it solve?

The Knowledge Orchestrator mitigates the challenge of manual skill selection by automatically routing user requests to the most suitable specialized skills (obsidian-markdown, hierarchical-reasoning, knowledge-graph), enabling higher-quality, multi-skill workflows.

Core Features & Use Cases

  • Automatic skill selection based on semantic task features and context-aware routing.
  • Multi-skill workflow coordination (e.g., Research → Structure → Document, Extract → Validate → Format, Analyze → Graph → Visualize).
  • Context enrichment and validation to ensure outputs meet quality standards across skills.

Quick Start

Run a standard request such as "Build a knowledge base about distributed systems" and let the orchestrator determine and coordinate the best-suited skills for the task.

Frequently Asked Questions about knowledge-orchestrator

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I automatically route tasks to the right skills for multi-skill workflows?

Automatic skill routing evaluates semantic task features and context to coordinate obsidian-markdown, hierarchical-reasoning, and knowledge-graph skills, optimizing multi-skill workflow outcomes without manual selection.

What is knowledge orchestration for complex task workflows?

Knowledge orchestration is the automatic selection and coordination of specialized skills based on semantic task features, enabling context enrichment and quality validation across multi-skill workflows like research, structuring, and documentation.

How to coordinate obsidian-markdown and knowledge-graph skills for a research task?

You coordinate obsidian-markdown and knowledge-graph skills by running a standard request, letting the orchestrator determine the workflow sequence, activate skills automatically, and validate output quality across the pipeline.

Do I need pyyaml to use workflow routing and orchestration?

Yes, pyyaml is a required dependency for the workflow routing and orchestration skill, providing the environment foundation needed to process semantic task features and manage multi-skill coordination.

Can I build a knowledge base automatically without manually selecting formatting and reasoning skills?

Yes, you can build a knowledge base by submitting a standard request, which triggers automatic skill selection and multi-skill workflow coordination to handle research, structuring, and documentation without manual intervention.

When should I not use automatic skill routing for my task workflow?

Automatic skill routing is not suited for tasks outside the scope of obsidian-markdown, hierarchical-reasoning, and knowledge-graph, as the orchestrator specifically targets multi-skill workflows requiring context enrichment and quality validation.