Provides MoAI-ADK foundational principles including TRUST 5 quality framework, SPEC-First DDD methodology, delegation patterns, progressive disclosure, agent catalog reference, and token budget management (absorbed from moai-foundation-context).
SkillScore100Maintained
Automatic
◆AI Engineer pack
Last verified 8/15/2026
What it changes
Passed 22 of 22 test cases with the skill, and 8 of 22 without it.
Without skill36%
With skill100%
Checks it passed that the model alone missed
Identifies the context saving as 45-50K tokens.
Requires a minimum test coverage threshold of 85 percent.
Saves progress state to .moai/specs/<SPEC-ID>/progress.md.
and 15 more in the full report
14 fixed8 passed either way0 still failing0 broke
Pass-rate lift
+64 pp
Tokens
+209%
Agent turns
0%
Response time
-42%
Model gemini-3.6-flashMeasured 8/15/2026v122 of 22 cases passed with skill
Tokens, turns and time describe resource use, not a dollar price.
See it in action
One of 14 test cases the skill fixed. Same model, same prompt, with and without the skill.
1 of 14
Prompt
A developer's prompt requests assigning a task to manager-strategy or expert-backend. Which agent should handle this backend implementation task instead?
What was checked, without and with the skill
Checked
Without skill
With skill
Routes backend execution to manager-develop or Agent(general-purpose) due to agent deprecation rules.
Missed
Passed
case-15 · gemini-3.6-flash · 8/15/2026 · answers are capped and redacted
What's inside
The instructions your model reads when the skill loads.
SKILL.md313 lines3 files
MoAI Foundation Core
Foundational principles and architectural patterns that power MoAI-ADK's AI-driven development workflow.
Core Philosophy: Quality-first, domain-driven, modular, and efficient AI development through proven patterns and automated workflows.
Quick Reference
What is MoAI Foundation Core?
Six essential principles that ensure quality, efficiency, and scalability in AI-powered development: