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parallelization-by-default

Detect decomposable tasks and dispatch up to 6 parallel sub-agents.

2|Updated Jun 30, 2026
Search Tags:#parallel processing#task automation#Claude Code#efficiency#parallelization
One-click install
npx skills add https://github.com/Canhada-Labs/ceo-orchestration --skill parallelization-by-default
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: parallelization-by-default
Source: https://github.com/Canhada-Labs/ceo-orchestration/tree/main/.claude/skills/core/parallelization-by-default
Command: npx skills add https://github.com/Canhada-Labs/ceo-orchestration --skill parallelization-by-default

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) components.

What problem does it solve?

This Skill automates the detection and dispatch of parallel sub-agents for tasks that can be executed concurrently, enhancing overall efficiency and productivity.

Core Features & Use Cases

  • Task Parallelization: Identifies and dispatches up to 6 sub-agents in parallel to perform decomposable tasks.
  • Risk Mitigation: Enforces a maximum of 6 parallel sub-agents to prevent contention and ensure system stability.
  • Use Case: For instance, when processing a large number of independent tasks, such as reviewing code snippets or generating reports, this Skill can significantly reduce processing time by leveraging parallel execution.

Quick Start

Enable parallel execution for your tasks by invoking the parallelization-by-default skill.

Frequently Asked Questions about parallelization-by-default

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

FAQPage Schema
How do I automate parallel processing for independent Claude Code tasks?▼

Parallel task execution for Claude Code is automated by detecting decomposable workflows and dispatching up to 6 concurrent sub-agents. This approach reduces processing time for bulk operations like reviewing code snippets or generating reports.

What is the maximum number of parallel sub-agents I can dispatch for concurrent task execution?▼

The maximum limit for parallel sub-agents is 6 at a time. Enforcing this ceiling mitigates risk and prevents system contention to ensure stability during concurrent task execution.

Do I need specific hooks to enable parallelization for administrative workflows?▼

Yes, enabling parallelization for administrative workflows requires Claude Code hooks and policy enforcement mechanisms. These components govern the detection and dispatch of concurrent sub-agents.

When should I use parallel sub-agents instead of sequential task automation?▼

Parallel sub-agents should be used when processing a large number of independent, decomposable tasks, such as generating multiple reports. Sequential task automation is better suited for dependent workflows requiring strict step-by-step execution.

How does task parallelization identify which workflows to split into concurrent execution?▼

Task parallelization identifies workflows by detecting decomposable tasks that can be executed concurrently without dependencies. It automatically splits these independent operations to dispatch multiple sub-agents simultaneously.

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