moai-foundation-core

Automate MoAI-ADK foundation orchestration with TRUST 5 and SPEC-First TDD.

1|Updated Jan 10, 2026

Search Tags:#token-optimization #progressive-disclosure #trust-5 #modular-system #spec-first-tdd #delegation-patterns #moai-foundation-core

Ready to run

npx skills add https://github.com/GoosLab/moai-rank --skill moai-foundation-core-gooslab

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: moai-foundation-core
Source: https://github.com/GoosLab/moai-rank/tree/main/.claude/skills/moai-foundation-core
Command: npx skills add https://github.com/GoosLab/moai-rank --skill moai-foundation-core-gooslab

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

The MoAI Foundation Core provides a structured set of principles and patterns that power MoAI-ADK workflows, guiding reliable, scalable AI-driven development.

Core Features & Use Cases

TRUST 5 framework for automated quality gates, SPEC-First TDD guidance, and modular orchestration
Progressive disclosure and modular system for scalable skill content organization
Delegation patterns to orchestrate specialized agents and optimize token budgets across phases
Works Well With: integration with tools, skills, and commands in the MoAI ecosystem

Quick Start

Load the MoAI Foundation Core skill to explore TRUST 5, SPEC-First TDD, and modular patterns; then open modules like trust-5-framework.md for deeper guidance.

Frequently Asked Questions about moai-foundation-core

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

FAQPage Schema

How do I standardize AI-driven workflows for agent collaboration and token budgeting?▼

You can standardize AI-driven workflows by applying foundation orchestration patterns that enforce quality gates, modular file organization, and delegation to specialized agents. This ensures scalable skill development across all project phases.

What is the TRUST 5 framework and how does it guide automated quality gates?▼

The TRUST 5 framework provides structured principles for automated quality gates within AI-driven development. It enforces standardized validation and modular orchestration to ensure reliable, scalable skill generation across agent workflows.

How do I optimize token budgets when orchestrating multiple specialized agents?▼

To optimize token budgets across agent orchestration, apply delegation patterns that distribute tasks to specialized agents progressively. This modular approach ensures scalable content organization without exhausting token limits during development.

Does SPEC-First TDD work with modular file organization in AI development?▼

Yes, SPEC-First TDD integrates directly with modular file organization by guiding test-driven development through progressive disclosure. This combination structures scalable skill content while maintaining strict specification compliance.

Can I use progressive disclosure to scale AI workflow content organization?▼

Yes, progressive disclosure enables scalable AI workflow content organization by structuring modular system files progressively. This approach manages complexity by revealing deeper guidance only as needed across development phases.

What's the best way to orchestrate MoAI-ADK foundation patterns across projects?▼

The best way to orchestrate MoAI-ADK foundation patterns is to load foundational principles that standardize agent collaboration, token budgeting, and quality gates. This enforces modular organization and delegation patterns consistently.