parallel

Decompose heavy tasks into independent sub-tasks and run them in parallel.

Updated Apr 11, 2026
One-click install
npx skills add https://github.com/leessju/claude-skills --skill parallel-leessju
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: parallel
Source: https://github.com/leessju/claude-skills/tree/main/parallel
Command: npx skills add https://github.com/leessju/claude-skills --skill parallel-leessju

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

메인 컨텍스트가 무거운 작업으로 빨리 차딜되거나 처리 지연이 발생하는 문제를 해결합니다. 이 스킬은 작업을 독립적인 서브태스크로 분해하고 서브 에이전트를 병렬로 실행한 뒤, 결과를 종합해 전체 처리 속도와 시스템 안정성을 높여 줍니다.

Core Features & Use Cases

  • 작업 분해 및 병렬 실행: 복잡한 워크플로를 작은 독립 태스크로 나눠 동시에 처리합니다.
  • 결과 종합 및 보고: 각 서브 태스크의 결과를 요약하고 하나의 보고로 제공합니다.
  • 동시 실행 모드와 자동 위임: 입력 인자 수에 따라 자동 분해 모드와 명시적 병렬 모드를 지원하고, 특정 조건에서 자동 위임을 수행합니다.
  • 안정성 및 컨텍스트 보호: 메인은 판단만 하며 결과를 요약받아 다음 단계로 진행합니다.

Quick Start

자동 분해 모드로 하나의 큰 작업을 주면 서브 태스크로 분해하고 병렬로 실행해 결과를 요약해 주세요.

Quick Start

Decompose a long task into independent sub-tasks and run them in parallel as sub-agents.

Frequently Asked Questions about parallel

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

FAQPage Schema
How do I run sub-agents in parallel to speed up heavy task processing?

Parallel sub-agents distribute heavy tasks across concurrent workers to protect the main context from overload. You decompose complex workflows into independent sub-tasks and execute them simultaneously, then gather summarized results for faster, stable processing.

Why does my main agent context fill up quickly during complex workflow execution?

Main context overload happens when heavy processing consumes excessive token space. Agent orchestration solves this by delegating decomposed sub-tasks to parallel sub-agents, keeping the main context focused on judgment and summary while workers handle execution safely.

What is workflow decomposition for concurrent agent execution?

Workflow decomposition splits a complex task into independent sub-tasks that can run concurrently as sub-agents. This agent-orchestration technique enables parallel result gathering while enforcing standardized model choices and context-protection rules for deterministic execution.

Can I automatically delegate tasks to parallel sub-agents based on input size?

Automatic delegation supports both auto-decomposition mode and explicit parallel mode. The system determines decomposition based on input argument counts, automatically distributing independent sub-tasks across sub-agents while enforcing context-protection rules for safe concurrent execution.

When should I avoid using parallel sub-agent orchestration for task processing?

Parallel sub-agent orchestration is unsuitable for tasks that cannot be decomposed into independent sub-tasks. If your workflow requires strict sequential dependencies between steps, concurrent execution cannot be applied safely or effectively.

Does parallel sub-agent execution enforce specific model choices and result formats?

Parallel sub-agent execution enforces agent settings, model choices, and a standardized results-summary format. This ensures safe, deterministic parallel execution while protecting the main context from overload during concurrent task processing.