quickhooks

19-agent team structure, decision trees for agent selection, Haiku vs Sonnet model selection, and agent collaboration principles. Use when deciding which sub-agent to invoke, understanding team responsibilities, or learning multi-agent orchestration.

Guide Alfred sub-agents to actively invoke AskUserQuestion for ambiguous decisions.

Master-Clone pattern implementation guide for complex multi-step tasks with full project context

Systematic code review guidance and automation. Apply TRUST 5 principles, check code quality, validate SOLID principles, identify security issues, and ensure maintainability. Use when conducting code reviews, setting review standards, or implementing review automation.

.moai/config.json official schema documentation, structure validation, project metadata, language settings, and configuration migration guide. Use when setting up project configuration or understanding config.json structure.

Claude Code context window optimization strategies, JIT retrieval, progressive loading, memory file patterns, and cleanup practices. Use when optimizing context usage, managing large projects, or implementing efficient workflows.

Guides agents through SPEC-First TDD workflow with context engineering, TRUST principles, and @TAG traceability. Essential for /alfred:1-plan, /alfred:2-run, /alfred:3-sync commands. Covers EARS requirements, JIT context loading, TDD RED-GREEN-REFACTOR cycle, and TAG chain validation.

Guide Alfred to detect user expertise level (Beginner/Intermediate/Expert) through in-session behavioral signals without memory file access

GitHub issue label configuration, label taxonomy, and workflow automation mapping for MoAI-ADK projects

Auto-detects project language and framework from package.json, pyproject.toml, etc.

Adaptive communication patterns and role selection based on user expertise level and request type (Consolidated from moai-alfred-persona-roles)

Practical workflows, context engineering strategies, and real-world execution examples for MoAI-ADK. Use when learning workflow patterns, optimizing context management, debugging issues, or implementing features end-to-end.

Guide Alfred to provide non-intrusive proactive suggestions based on risk detection, optimization patterns, and learning opportunities

Mandatory rules for Skill invocation, AskUserQuestion usage, TRUST principles, TAG validation, and TDD workflow. Use when validating workflow compliance, checking quality gates, enforcing MoAI-ADK standards, or verifying rule adherence.

Session state management, runtime state tracking, session handoff protocols, and context continuity for Alfred workflows

SPEC document authoring guide - YAML metadata, EARS syntax (5 patterns with Unwanted Behaviors), validation checklist

TodoWrite auto-initialization patterns from Plan agent, task tracking best practices, status management.

Guide 4-step workflow execution with task tracking and quality gates

Creating and Managing Sub-agents in Claude Code. Design agent personas, define proactive triggers, set tool permissions, structure agent files. Use when building specialized agents for code review, debugging, architecture, or domain-specific tasks.

Authoring CLAUDE.md Project Instructions. Design project-specific AI guidance, document workflows, define architecture patterns. Use when creating CLAUDE.md files for projects, documenting team standards, or establishing AI collaboration guidelines.

Designing Slash Commands for Claude Code. Create and optimize slash commands with proper argument parsing, tool permissions, and agent orchestration. Use when building workflow entry points, automation commands, or user-facing shortcuts.

Configuring Claude Code Hooks System. Design, implement, and manage PreToolUse/PostToolUse/SessionStart/Notification/Stop hooks. Use when enforcing safety checks, auto-formatting, running linters, or triggering automated workflows based on development events.

Configuring MCP Servers & Plugins for Claude Code. Set up Model Context Protocol servers (GitHub, Filesystem, Brave Search, SQLite). Configure OAuth, manage permissions, validate MCP structure. Use when integrating external tools, APIs, or expanding Claude Code capabilities.

Managing Claude Code Session Memory & Context. Understand session context limits, use just-in-time retrieval, cache insights, manage memory files. Use when optimizing context usage, handling large projects, or implementing efficient workflows.

Configuring Claude Code settings.json & Security. Set up permissions (allow/deny), permission modes, environment variables, tool restrictions. Use when securing Claude Code, restricting tool access, or optimizing session settings.

Create and maintain high-quality Claude Code Skills through interactive discovery, web research, and comprehensive description writing standards. Use when building new Skills, researching latest best practices, updating existing Skills, writing skill descriptions with proper trigger keywords, or generating Skill packages backed by official documentation and real-world examples.

Creating and Optimizing Claude Code Skills. Design reusable knowledge capsules with progressive disclosure (metadata → content → resources). Apply freedom levels (high/medium/low), create examples, validate YAML. Use when building domain-specific guidance or automating recurring patterns.

Comprehensive change tracking and audit logging system that monitors file modifications, code changes, and project evolution. Use when tracking project history, maintaining audit trails, analyzing development patterns, or when detailed change documentation is required for compliance and team collaboration.

Design system patterns, W3C DTCG 2025.10 token architecture, WCAG 2.2 accessibility standards, and Figma MCP workflows for consistent, accessible UI development

Provides backend architecture and scaling guidance; use when the project targets server-side APIs or infrastructure design decisions.

CLI tool development with argument parsing, POSIX compliance, and user-friendly help messages.

Data analysis, visualization, statistical modeling, and reproducible research workflows.

Database design, schema optimization, indexing strategies, and migration management.

CI/CD pipelines, Docker 27, Kubernetes 1.32, and infrastructure as code.

React 19/Vue 3.5/Angular 19 with state management, performance optimization, accessibility, and meta-frameworks (Nuxt, SvelteKit, Astro, SolidJS).

Machine learning model training, evaluation, deployment, and MLOps workflows.

Flutter 3.27/React Native 0.76 with state management and native integration.

OWASP Top 10, SAST/DAST, dependency security, and secrets management.

REST API and GraphQL design with OpenAPI 3.1, authentication, versioning, and rate limiting.

Advanced debugging with stack trace analysis, error pattern detection, and fix suggestions. Use when delivering quick diagnostic support for everyday issues.