batching-patterns

Official

Maximize parallelism, minimize latency.

AuthorMadAppGang
Version1.0.0
Installs0

System Documentation

What problem does it solve?

This Skill addresses the performance bottleneck caused by sequential execution of operations, enabling faster and more efficient workflows by batching related tasks.

Core Features & Use Cases

  • Parallel Execution: Groups multiple independent operations (like agent tasks, file reads, or searches) into a single message for concurrent processing.
  • Reduced Latency: Minimizes API round-trip overhead by consolidating operations, leading to significant speedups.
  • Use Case: Instead of running five separate code review agents one after another, batch them into a single message to execute in parallel, reducing the total review time from 10 minutes to around 3 minutes.

Quick Start

Batch all related operations into a single message for maximum parallelism and performance.

Dependency Matrix

Required Modules

None required

Components

references

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: batching-patterns
Download link: https://github.com/MadAppGang/magus/archive/main.zip#batching-patterns

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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