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orchestrator

Decompose complex objectives into parallel multi-agent workstreams with dependency-aware routing.

2|Updated Jan 7, 2026
Search Tags:#automation#workflow#planning#multi-agent#orchestration#decomposition
One-click install
npx skills add https://github.com/nalyk/nalyk-skills-demo --skill orchestrator-nalyk
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: orchestrator
Source: https://github.com/nalyk/nalyk-skills-demo/tree/main/plugins/orchestrator/skills/orchestrator
Command: npx skills add https://github.com/nalyk/nalyk-skills-demo --skill orchestrator-nalyk

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

Coordinates complex tasks across multiple agents to decompose work, route workstreams, execute in parallel, and synthesize results into actionable deliverables.

Core Features & Use Cases

  • Atomic decomposition of tasks into independent workstreams based on AND/OR patterns and dependencies.
  • Intelligent routing to Explore, Plan, and general-purpose agents to optimize research, planning, and implementation.
  • Parallel execution with context propagation and a structured synthesis phase to deliver cohesive outcomes.
  • Robust error handling and recovery strategies to minimize disruption and enable partial progress when needed.

Quick Start

Provide a complex objective and the orchestrator will decompose it into parallel workstreams, route tasks to the appropriate agents, execute phases, and deliver a synthesized outcome.

Frequently Asked Questions about orchestrator

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

FAQPage Schema
How do I decompose complex objectives into parallel multi-agent workstreams?▼

Task decomposition breaks complex objectives into independent workstreams using AND/OR dependency patterns. It routes subtasks to specialized agents, executes them in parallel with context propagation, and synthesizes results into actionable deliverables.

What is the best way to coordinate multiple agents for dependency-aware task execution?▼

Dependency-aware execution coordinates agents by routing workstreams based on their relationships. It enables parallel processing while maintaining sequencing, passing context between phases, and applying error recovery to preserve partial progress.

How do I route tasks to specialized agents for research, planning, and implementation?▼

Intelligent routing assigns tasks to Explore, Plan, and general-purpose agents to optimize research, planning, and implementation. This ensures each workstream is handled by the appropriate agent type to maximize execution efficiency.

Can I execute parallel workstreams while maintaining context across different phases?▼

Parallel execution with context propagation maintains shared state across phases. Workstreams run concurrently while passing necessary context between agents, ensuring the final synthesis phase produces a cohesive and actionable outcome.

What happens when an agent fails during parallel workflow orchestration?▼

Robust error handling and recovery strategies minimize disruption when an agent fails. The system preserves partial progress, allowing completed workstreams to continue while managing failures without restarting the entire process.

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