agents-orchestrator

Decompose complex goals into coordinated agent sub-tasks with JSON execution plans.

1|Updated Mar 6, 2026
One-click install
npx skills add https://github.com/kernex-dev/kernex-agent --skill agents-orchestrator-kernex-dev
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: agents-orchestrator
Source: https://github.com/kernex-dev/kernex-agent/tree/main/deploy/skills/agents-orchestrator
Command: npx skills add https://github.com/kernex-dev/kernex-agent --skill agents-orchestrator-kernex-dev

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Breaks down complex goals into discrete, assignable sub-tasks and produces a clear execution plan so multiple specialized agents can collaborate without ambiguity or hidden dependencies. It prevents ad-hoc agent spawning by enforcing explicit skill assignments and dependency ordering, reducing coordination failures and duplicated effort.

Core Features & Use Cases

  • Task decomposition: Split a high-level goal into independent or dependent subtasks suitable for parallel or sequential execution.
  • Skill mapping: Assign each subtask to a specific named skill to ensure specialization and accountability.
  • Dependency graph & aggregation: Mark task dependencies, indicate parallelizable phases, and specify how to combine outputs into the final deliverable.
  • Use Case: Run a comprehensive pull request review by delegating code quality, security, and test coverage checks to different specialist skills and synthesizing the findings into a single verdict.

Quick Start

Decompose a pull request review into parallel tasks for code quality, security, and test coverage, assign each task a specific skill, define dependencies, and return a JSON execution plan.

Frequently Asked Questions about agents-orchestrator

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

FAQPage Schema
How do I coordinate multiple agents to run parallel tasks in an automated workflow?

Multi-agent orchestration coordinates parallel tasks by decomposing complex goals into discrete subtasks, assigning each to a specific skill, and returning a structured JSON execution plan with explicit dependency ordering for programmatic execution.

What is the best way to break down a pull request review into parallel automated checks?

Task decomposition splits a pull request review into independent subtasks for code quality, security, and test coverage, assigns each to a specialized skill, and synthesizes the findings into a single verdict through a dependency graph.

How do I manage dependencies and sequential execution phases across multiple agents?

Dependency management enforces explicit task ordering by marking dependencies, indicating parallelizable phases, and specifying how to combine outputs into the final deliverable within a structured execution plan.

Can I use multi-agent orchestration for parallel data processing pipelines?

Multi-agent orchestration supports parallel data processing pipelines by decomposing the high-level goal into assignable subtasks, mapping each to a named skill, and producing JSON-formatted plans suitable for programmatic execution.

Does this approach prevent duplicated effort when spawning multiple specialized agents?

Orchestration prevents ad-hoc agent spawning and duplicated effort by enforcing explicit skill assignment and dependency ordering, ensuring multiple specialized agents collaborate without ambiguity or hidden dependencies.