moai-foundation-core

Orchestrate AI-driven development workflows by applying MoAI Foundation Core principles: TRUST 5 quality gates, SPEC-First TDD for specification-driven development, delegation patterns for task parallelism, and token optimization across your 200K budget to ensure reliable, scalable multi-agent systems.

SPEC-First TDD is specification-driven development that prioritizes writing requirements before implementation, enforcing token budget discipline throughout the development cycle. This approach eliminates wasteful iteration, clarifies intent upfront, and ensures your 200K token budget is spent efficiently on high-value work.

Implement delegation patterns by assigning specialized tasks to dedicated agents rather than handling everything in one workflow. This enables parallel execution, reduces token overhead per agent, and scales reliably across complex development tasks by distributing work according to agent expertise.

TRUST 5 delivers automated quality gates covering code, tests, and security throughout your AI-driven development workflow. These gates enforce consistent standards, catch issues early, and reduce risk in agent creation and skill development without manual review bottlenecks.

Progressive disclosure layered knowledge delivery reduces cognitive load during onboarding by surfacing critical concepts first, then deeper details. This approach accelerates learning speed for new team members working with modular AI systems and complex orchestration patterns.

Token optimization and delegation patterns combine by assigning focused subtasks to specialized agents, each operating within a managed token budget. This reduces redundant computation, enables parallelism, and maximizes efficiency across your entire 200K token allocation for AI-driven development.