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

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Productivity & Workflow

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

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

010 GitHub stars

02Advanced token optimization and 200K budget management strategies

03Progressive disclosure documentation architecture for tiered knowledge delivery

04SPEC-First TDD workflow orchestration for requirement-driven coding

05Specialized agent delegation patterns for complex task orchestration

06TRUST 5 Quality Gates (Test-first, Readable, Unified, Secured, Trackable)

Use Cases

01Managing large-scale software projects through multi-agent orchestration

02Establishing standardized quality benchmarks for AI-generated codebases

03Optimizing LLM context usage during intensive implementation phases

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add hnabyz-bot/fpga-work moai-foundation-core

For use in Claude.ai and ChatGPT

Download Skill