parallel

Name: parallel
Availability: InStock
Author: leessju

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

Updated Apr 11, 2026

Search Tags:#automation #concurrency #parallel #sub-agent #agent-orchestration #context-protection #workflow-decomposition

Ready to run

npx skills add https://github.com/leessju/claude-skills --skill parallel-leessju

💬 Prompt for ChatGPT / Claude Chat▼

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.