parallel-vibe

Parallelize a single instruction into isolated threads with dedicated workspaces.

47|8|Updated Jan 3, 2026

Search Tags:#planning #parallel #synthesis #workspace isolation #multi-thread #cli automation

Ready to run

npx skills add https://github.com/huangwb8/skills --skill parallel-vibe

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: parallel-vibe
Source: https://github.com/huangwb8/skills/tree/main/parallel-vibe
Command: npx skills add https://github.com/huangwb8/skills --skill parallel-vibe

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

Parallelize a single instruction into multiple isolated threads with dedicated workspaces to prevent cross-contamination of results.

Core Features & Use Cases

Isolates work in separate workspaces per thread to ensure clean, reproducible outputs.
Enables planning, implementation, testing, and review of a single task across multiple perspectives or models.
Supports optional parallel execution and plan-driven continuation with a final summary.

Quick Start

Run the parallel-vibe script with a prompt to generate multi-threaded workspaces and review the summary report.

Frequently Asked Questions about parallel-vibe

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

FAQPage Schema

How do I run parallel tasks in isolated workspaces to prevent cross-contamination?▼

Workspace isolation prevents cross-contamination by assigning each parallel thread a dedicated directory, ensuring that planning, implementation, testing, and review outputs remain clean and reproducible without interfering with each other.

What is workspace isolation for multi-threaded task execution?▼

Workspace isolation is a mechanism that parallelizes a single instruction into multiple isolated threads with dedicated directories, preventing cross-contamination of results across planning, implementation, testing, and reviewing perspectives.

Can I use plan.json to customize multi-threaded task execution?▼

Yes, you can customize multi-threaded task execution using plan.json to drive continuation and optional synthesis, enforcing per-thread prompts and worker isolation while generating a final summary report across multiple perspectives or models.

How do I synthesize results from multiple parallel threads into a summary report?▼

To synthesize results from multiple parallel threads, the script enforces per-thread prompts and worker isolation, then aggregates the outputs into a final summary report that integrates planning, implementation, testing, and review perspectives.

Does parallel execution work for planning and reviewing a task across multiple models?▼

Yes, parallel execution supports planning, implementing, testing, and reviewing a single task across multiple perspectives or models, applying optional parallel execution with per-thread prompts and a final summary report.

When should I use parallel isolated threads instead of sequential task processing?▼

You should use parallel isolated threads when you need to process a single instruction across multiple perspectives or models simultaneously, requiring clean reproducible outputs and a synthesized final summary report without cross-contamination.