What is the benefit of the progressive disclosure strategy?

It reduces context window usage by up to 75% by loading only the specific reference guides required for the current workflow instead of the entire documentation suite.

What does orchestration compliance ensure?

It applies standardized patterns like bundle-by-bundle iteration and mandatory completion checklists to ensure AI agents follow predictable, verifiable execution steps.

Can this skill automatically update project documentation?

Yes, the update-readme workflow analyzes your bundle inventory and synchronizes README files to ensure they accurately reflect the current state of your components.

What is duplication prevention in knowledge management?

Before adding new external knowledge, the skill runs an analysis to check for overlapping content. If duplication exceeds 40%, it recommends consolidation; if it exceeds 70%, it suggests skipping the addition.

How does the skill prevent code bloat during updates?

The skill enforces a target of 0% to -10% line changes during updates, prioritizing consolidation and the extraction of shared logic into skills rather than adding new lines.

Marketplace Plugin Maintenance

Name: Marketplace Plugin Maintenance
Author: cuioss

bycuioss

開発者ツール

Automates the lifecycle maintenance, knowledge management, and structural refactoring of Claude Code marketplace bundles.

概要

Marketplace Plugin Maintenance is a specialized skill for the Plan Marshall orchestration layer that ensures AI coding assistant components remain high-quality, consistent, and performant. It provides structured workflows for updating components, managing external knowledge with duplication prevention, and synchronizing documentation. By enforcing anti-bloat rules and utilizing a progressive disclosure strategy to minimize context usage, this skill helps developers maintain complex plugin ecosystems without sacrificing reliability or exceeding AI context limits.

主な機能

Intelligent knowledge integration with duplicate content detection
Automated README synchronization based on real-time bundle inventory
Structural refactoring tools for consolidating or splitting large components
0 GitHub stars
Context-aware component updates with quality analysis and scoring
Orchestration compliance enforcement for predictable AI behaviors

ユースケース

Updating existing AI agents to meet new architectural standards while reducing code bloat
Integrating external technical documentation into skills without duplicating existing knowledge
Restructuring a growing repository of AI tools into optimized, manageable bundles

概要

主な機能

Intelligent knowledge integration with duplicate content detection
Automated README synchronization based on real-time bundle inventory
Structural refactoring tools for consolidating or splitting large components
0 GitHub stars
Context-aware component updates with quality analysis and scoring
Orchestration compliance enforcement for predictable AI behaviors

ユースケース

Updating existing AI agents to meet new architectural standards while reducing code bloat
Integrating external technical documentation into skills without duplicating existing knowledge
Restructuring a growing repository of AI tools into optimized, manageable bundles