moai-foundation-core

MoAI Foundation Core provides orchestration patterns through TRUST 5 quality gates, SPEC-First TDD, and delegation frameworks that ensure reliable, traceable AI workflows. Apply these principles to agent creation, skill development, and multi-agent coordination for secure, compliant automation.

TRUST 5 establishes five quality gates—Test-first, Readable, Unified, Secured, Trackable—that govern AI workflow reliability. It provides governance checkpoints across development pipelines to ensure traceability and compliance at every stage.

Token optimization techniques in this foundation balance context management against budget constraints through progressive disclosure and modular architecture. Plan specs, delegate tasks to agents, sync documentation, and use token-clearing patterns to maximize efficiency.

SPEC-First TDD applies specification-driven development to agent creation and skill orchestration. Write specifications before implementation, then delegate execution to agents while maintaining quality gates and execution rules throughout the workflow.

Delegation patterns enable agent-based task orchestration across complex workflows. Combine with modular system architecture and progressive disclosure to coordinate multiple agents while maintaining security, compliance, and efficient context use.

Progressive disclosure organizes knowledge in three tiers to match user context needs. Combined with modular system patterns, it reduces cognitive load and token overhead while maintaining accessible documentation across agent catalogs and command references.