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swarm

Orchestrate parallel agent work with dependency gating and result consolidation.

3|Updated Feb 18, 2026
Search Tags:#task management#parallel processing#workflow automation#agent orchestration#multi-agent systems#consolidation
One-click install
npx skills add https://github.com/prompted365/context-grapple-gun --skill swarm-prompted365
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: swarm
Source: https://github.com/prompted365/context-grapple-gun/tree/main/cgg-runtime/skills/swarm
Command: npx skills add https://github.com/prompted365/context-grapple-gun --skill swarm-prompted365

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill streamlines complex tasks by enabling multiple AI agents to work in parallel, coordinating their efforts and consolidating their results efficiently.

Core Features & Use Cases

  • Parallel Execution: Run multiple agents simultaneously on sub-tasks.
  • Dependency Management: Define and enforce task dependencies between agents.
  • Consolidation: Automatically merge or synthesize results from parallel agents.
  • Use Case: Refactoring a large codebase where multiple agents can work on different modules concurrently, with their changes automatically merged and validated.

Quick Start

Use the swarm skill to orchestrate parallel agent work on the task "refactor the user authentication module".

Frequently Asked Questions about swarm

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

FAQPage Schema
What is parallel agent orchestration for complex task management?▼

Parallel agent orchestration coordinates multiple AI agents working simultaneously on sub-tasks, managing task dependencies and automatically merging their results into a consolidated deliverable.

How do I run multiple agents simultaneously on different modules for a codebase refactoring?▼

You can run multiple agents simultaneously by providing a structured swarm specification that defines parallel sub-tasks, dependency gating, and output validation rules for coordinated refactoring across modules.

Can I enforce task dependencies between agents in a multi-agent workflow?▼

Yes, dependency management allows you to define and enforce task dependencies between parallel agents, ensuring specific sub-tasks complete before others begin for proper workflow automation.

Does multi-agent consolidation automatically merge results from parallel workflows?▼

Multi-agent consolidation automatically merges or synthesizes outputs from parallel agents, requiring structured swarm specifications and agent output validation to produce coordinated deliverables.

What are the limitations of using parallel agent systems for workflow automation?▼

Parallel agent systems require structured swarm specifications and agent output validation, meaning you must pre-define governance patterns and consolidation mechanics rather than relying on ad-hoc coordination.

Do I need to define output validation rules to orchestrate parallel agent work?▼

Yes, agent output validation is required to orchestrate parallel agent work, ensuring coordinated deliverable production across internal, external, or hybrid execution patterns with proper result merging.

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