When should I choose a Sub-agent over a Skill?

Use a Sub-agent for complex logic and autonomous tool use; use a Skill for substantial interpretive guidance and domain-specific knowledge across different contexts.

How does the isolation model affect sub-agents?

Sub-agents operate independently and cannot ask the user questions or see conversation history. They must receive all necessary data upfront and return a complete result.

What is the Knowledge Delta Filter?

It is a design principle used to optimize token usage by documenting only the specific information Claude doesn't already know, skipping base knowledge in favor of project-specific data.

Can I use this to debug delegation failures?

Yes, it includes specific workflows and communication tables to help identify why data isn't reaching agents or why component calls are failing.

What is Box Factory Architecture?

It is a framework and meta-skill for designing, building, and debugging specialized components like agents and skills within the Claude Code ecosystem.

Box Factory Architecture

Name: Box Factory Architecture
Author: racurry

byracurry

学习与文档

Master the Claude Code component ecosystem to design cohesive, multi-component plugins using architectural best practices.

关于

Box Factory Architecture is a specialized meta-skill designed to guide developers through the complexities of the Claude Code ecosystem. It provides a structured framework for choosing between sub-agents, skills, commands, and hooks, ensuring that custom plugins follow core principles like isolation, return-based delegation, and progressive disclosure. Whether you are debugging delegation failures or building a complex multi-agent workflow, this skill offers the design patterns and architectural guidance needed to create efficient, token-saving, and Box Factory-compliant components.

主要功能

Deep-dive guidance on the Claude Code isolation and delegation model
Component selection framework for agents, skills, commands, and hooks
Standardized documentation building blocks for plugin development
0 GitHub stars
Implementation patterns for multi-component plugin workflows
Knowledge Delta Filter to optimize token usage and context relevance

使用场景

Designing complex Claude Code plugins with interdependent components
Optimizing existing skills to reduce token bloat using progressive disclosure
Debugging communication failures between main Claude and sub-agents

关于

主要功能

Deep-dive guidance on the Claude Code isolation and delegation model
Component selection framework for agents, skills, commands, and hooks
Standardized documentation building blocks for plugin development
0 GitHub stars
Implementation patterns for multi-component plugin workflows
Knowledge Delta Filter to optimize token usage and context relevance

使用场景

Designing complex Claude Code plugins with interdependent components
Optimizing existing skills to reduce token bloat using progressive disclosure
Debugging communication failures between main Claude and sub-agents