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.