What is agent delegation in this context?

Instead of direct execution, the core principle is to delegate work to specialized sub-agents (e.g., security-expert, api-designer) to ensure high-quality, domain-specific outputs and better parallel task handling.

What is the TRUST 5 Framework in MoAI?

The TRUST 5 Framework is a quality assurance system that mandates five pillars: Test-first (85%+ coverage), Readable (clear naming), Unified (consistent formatting), Secured (OWASP compliance), and Trackable (structured commit history).

How does SPEC-First TDD work?

It is a three-phase workflow where you first generate system specifications (Plan), then perform Red-Green-Refactor implementation (Run), and finally synchronize documentation (Sync) to ensure code matches requirements.

Can MoAI Foundation Core help with token limits?

Yes, it includes specific strategies for token optimization, such as phase separation, selective file loading, and context reset commands to manage projects within the 200K token budget.

MoAI Foundation Core

Name: MoAI Foundation Core
Author: hnabyz-bot

byhnabyz-bot

Productivity & Workflow

Establishes foundational principles and architectural patterns for high-quality, AI-driven development workflows.

About

MoAI Foundation Core is a comprehensive framework designed to scale AI-powered development through standardized patterns and automated quality gates. It implements the TRUST 5 system for code reliability, SPEC-First TDD for requirement-driven implementation, and sophisticated agent delegation patterns to ensure tasks are handled by specialized sub-agents. By utilizing strategic token optimization and a modular architecture, this skill allows developers to manage complex, large-scale projects within LLM context constraints while maintaining professional-grade software engineering standards.

Key Features

0 GitHub stars
Advanced token optimization and 200K budget management strategies
Progressive disclosure documentation architecture for tiered knowledge delivery
SPEC-First TDD workflow orchestration for requirement-driven coding
Specialized agent delegation patterns for complex task orchestration
TRUST 5 Quality Gates (Test-first, Readable, Unified, Secured, Trackable)

Use Cases

Managing large-scale software projects through multi-agent orchestration
Establishing standardized quality benchmarks for AI-generated codebases
Optimizing LLM context usage during intensive implementation phases

About

Key Features

0 GitHub stars
Advanced token optimization and 200K budget management strategies
Progressive disclosure documentation architecture for tiered knowledge delivery
SPEC-First TDD workflow orchestration for requirement-driven coding
Specialized agent delegation patterns for complex task orchestration
TRUST 5 Quality Gates (Test-first, Readable, Unified, Secured, Trackable)

Use Cases

Managing large-scale software projects through multi-agent orchestration
Establishing standardized quality benchmarks for AI-generated codebases
Optimizing LLM context usage during intensive implementation phases