moai-foundation-core

Orchestrate MoAI foundation core patterns for modular AI development.

Updated Jan 12, 2026
One-click install
npx skills add https://github.com/windysky/claude_notification_wsl2 --skill moai-foundation-core-windysky
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: moai-foundation-core
Source: https://github.com/windysky/claude_notification_wsl2/tree/main/.claude/skills/moai-foundation-core
Command: npx skills add https://github.com/windysky/claude_notification_wsl2 --skill moai-foundation-core-windysky

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

MoAI Foundation Core provides a structured foundation for building MoAI-based skills, enabling consistent quality, modular architecture, and scalable content organization across complex AI-driven development workflows.

Core Features & Use Cases

  • TRUST 5 framework integration for automated quality gates (test-first, readability, unified, secured, trackable)
  • SPEC-First TDD workflow support with phase-based token budgeting
  • Delegation patterns for multi-agent orchestration without direct execution
  • Token optimization and progressive disclosure to manage context and token budgets
  • Progressive disclosure content architecture and modular-system file organization
  • Works well with agent catalogs, commands, and integration patterns
  • Use Case: Architect large MoAI-powered projects by composing modules and cross-referencing patterns

Quick Start

Load core principles and modules to understand how to structure skills and validate quality gates. Try exploring modules like trust-5-framework.md, spec-first-tdd.md, and delegation-patterns.md to see the patterns in action.

Frequently Asked Questions about moai-foundation-core

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

FAQPage Schema
How do I orchestrate multi-agent AI workflows without direct execution?

You orchestrate multi-agent AI workflows without direct execution by applying delegation patterns. This approach coordinates agents through modular architecture, enabling scalable content organization and multi-agent orchestration across complex modules.

What is the TRUST 5 framework for AI development?

The TRUST 5 framework is an automated quality gate system for AI development ensuring test-first, readability, unified, secured, and trackable standards. It provides structured quality validation across modular AI-driven development workflows.

How do I manage token budgets in complex AI workflows?

You manage token budgets in complex AI workflows by using phase-based token budgeting and progressive disclosure. This technique manages context and token limits through structured content architecture and modular-system file organization.

How do I structure scalable AI skills using SPEC-First TDD?

You structure scalable AI skills using SPEC-First TDD by loading core principles and modules. This workflow supports phase-based token budgeting and validates quality gates through frontmatter, modules, and cross-references.

Can I use progressive disclosure for modular system file organization?

Yes, you can use progressive disclosure for modular system file organization. It provides a structured content architecture that manages context and token budgets while enabling consistent skill organization across complex workflows.

Do I need dependencies to architect large MoAI-powered projects?

No, you do not need dependencies to architect large MoAI-powered projects. You can compose modules and cross-reference patterns directly using the foundation core, organizing complex workflows without external component requirements.