parallel

Coordinate parallel Ralph loops with isolated state and aggregate results.

145|21|Updated Jan 2, 2026

Search Tags:#automation #concurrency #agents #orchestration #parallel #task-management #ralph-loop

Ready to run

npx skills add https://github.com/alfredolopez80/multi-agent-ralph-loop --skill parallel

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: parallel
Source: https://github.com/alfredolopez80/multi-agent-ralph-loop/tree/main/.claude/skills/parallel
Command: npx skills add https://github.com/alfredolopez80/multi-agent-ralph-loop --skill parallel

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Coordinate parallel orchestration of Ralph loops to run independent tasks concurrently, eliminating serial bottlenecks and increasing throughput.

Core Features & Use Cases

Run multiple Ralph loops concurrently with proper isolation and result aggregation.
Supports batch processing, parallel reviews, and multi-task automation where tasks are independent.
Triggers include /parallel and natural language cues like "parallel loops" or "run in parallel".

Quick Start

Invoke the parallel workflow to run multiple independent Ralph loops concurrently.

Frequently Asked Questions about parallel

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

FAQPage Schema

How do I run multiple Ralph loops concurrently for batch processing?▼

Running Ralph loops concurrently requires a fork context to support background task execution, which provides isolated state for each agent workload and aggregates results. Invoke the parallel workflow to coordinate and execute independent loops in the background.

What is parallel agent orchestration for multi-task automation?▼

Parallel agent orchestration coordinates independent agent workloads to execute Ralph loops concurrently, eliminating serial bottlenecks and increasing throughput for batch processing and multi-task automation.

Do I need a fork context to execute parallel background tasks?▼

Yes, a fork context is required to execute parallel background tasks, providing isolated state and basic error handling for concurrent Ralph loops and aggregate result aggregation.

Can I trigger concurrent loops using natural language cues?▼

Yes, you can trigger concurrent loops using natural language cues like "parallel loops" or "run in parallel," or by directly invoking the /parallel command to start the workflow.

What are the limitations of running independent tasks in parallel?▼

Running independent tasks in parallel requires task independence; the workflow provides isolated state and basic error handling but does not support dependent serial task chains, limiting its use to batch processing and parallel reviews.