| name | moai-workflow-testing |
| description | Use when writing tests, measuring coverage, or running characterization, performance, or PR-review QA. Comprehensive specialist combining DDD testing, characterization tests, performance profiling, and TRUST 5 quality-assurance validation.
|
| 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 |
| user-invocable | false |
| metadata | {"version":"2.4.0","category":"workflow","status":"active","updated":"2026-07-10","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
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.
DDD Testing Process
