moai-workflow-testing

name	moai-workflow-testing
description	Comprehensive testing and development workflow specialist combining DDD testing, characterization tests, performance profiling, and quality assurance. Use when writing tests or measuring coverage.
when_to_use	Use for comprehensive testing and QA: DDD domain-driven testing, characterization tests, behavior preservation, performance profiling, code and PR review, CI/CD, and TRUST 5 quality-assurance validation.
license	Apache-2.0
compatibility	Designed for Claude Code
allowed-tools	Read, Write, Edit, Bash(pytest:*), Bash(ruff:*), Bash(npm:*), Bash(npx:*), Bash(node:*), Bash(jest:*), Bash(vitest:*), Bash(go:*), Bash(cargo:*), Bash(mix:*), Bash(uv:*), Bash(bundle:*), Bash(php:*), Bash(phpunit:*), Grep, Glob, mcp__context7__resolve-library-id, mcp__context7__get-library-docs
user-invocable	false
metadata	{"version":"2.4.0","category":"workflow","status":"active","updated":"2026-01-21","modularized":"true","tags":"workflow, ddd, testing, debugging, performance, quality, review, pr-review","author":"MoAI-ADK Team"}
progressive_disclosure	{"enabled":true,"level1_tokens":100,"level2_tokens":5000}

Development Workflow Specialist

Quick Reference

Unified development workflow combining DDD (domain-driven development) testing, debugging guidance, performance optimization, automated code review, and CI/CD quality gates. Emphasizes behavior preservation during refactoring through characterization tests.

Core Capabilities:

• DDD Testing: Characterization tests (legacy) + specification tests (greenfield) + behavior snapshots
• AI-Powered Debugging: Error analysis, classification, solution candidates
• Performance Optimization: Profiling, bottleneck detection, optimization recommendations
• Automated Code Review: TRUST 5 framework validation
• PR Code Review: Multi-agent pattern (Haiku eligibility + 5 Sonnet parallel reviewers)
• Quality Assurance: CI/CD integration with quality gates

Workflow Progression: Debug → Refactor → Optimize → Review → Test → Profile

When to Use:

• Complete development lifecycle management
• Quality assurance and CI/CD integration
• Multi-language and performance-critical projects
• Technical debt reduction
• PR code review automation

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Implementation Guide

Core Concepts

Five integrated components form the workflow:

• AI-Powered Debugging: Error classification (syntax/runtime/logic/integration/performance) and solution candidates ranked by likelihood
• Smart Refactoring: Technical debt analysis with complexity metrics and risk assessment
• Performance Optimization: CPU/memory/IO/network profiling with optimization strategies
• DDD Testing Management: Characterization tests (PRESERVE phase) for legacy + specification tests for greenfield + TRUST 5 validation
• Automated Code Review: TRUST 5 framework with actionable recommendations

TRUST 5 Framework

Quality assessment model with five dimensions:

• Testability: pure functions, injectable dependencies, modular design
• Readability: descriptive names, logical structure, documented complexity
• Understandability: clear business logic, appropriate abstractions, conceptual clarity
• Security: input validation, secret management, OWASP compliance (injection/XSS/CSRF)
• Transparency: comprehensive error handling, structured logs, traceable issues

Overall score: weighted average with critical-dimension override (security/testability cannot be masked).

See TRUST 5 detailed dimensions and scoring for full assessment rubric.