When should I use the Workflow Orchestrator instead of standard Claude Code?

Use the Workflow Orchestrator for complex features, multi-file implementations, or tasks expected to take more than two hours. For simple bug fixes or config changes, use standard commands.

What happens if the AI reaches the token limit during a long workflow?

The skill monitors token usage and will suggest or force a 'workflow:handoff' at 150K-180K tokens, saving the state so you can resume without losing progress.

How do approval gates work?

After each phase, the orchestrator presents a summary and waits for a user command like 'approve', 'modify', or 'reject' before proceeding to the next stage.

Can I skip certain phases if they aren't relevant to my project?

Yes, phases like UI Breakdown can be automatically skipped for backend tasks, and users can manually request to skip phases with a valid reason.

Is Test-Driven Development (TDD) mandatory in this workflow?

Yes, the skill enforces a non-negotiable TDD pattern: writing failing tests (Phase 5a), making them pass (Phase 5b), and then refactoring (Phase 5c).

Aura Frog Workflow Orchestrator

Name: Aura Frog Workflow Orchestrator
Author: nguyenthienthanh

bynguyenthienthanh

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生産性とワークフロー

Orchestrates a comprehensive 9-phase TDD development cycle for complex feature implementation within Claude Code.

概要

The Workflow Orchestrator transforms Claude Code into a structured development platform by guiding the AI through a rigorous 9-phase software development lifecycle. It systematically manages transitions between requirements gathering, technical design, TDD-driven implementation, security reviews, and final documentation. This skill is specifically designed for complex features that require multi-file changes and high-quality standards, ensuring consistency and reliability through mandatory approval gates, cross-agent specialized reviews, and strict adherence to the KISS principle.

主な機能

9-Phase Structured Workflow covering the entire SDLC from requirements to team notification
Interactive Approval Gates that allow for granular feedback and progress control at every stage
Multi-Agent Specialization involving PM, Dev, QA, Security, and UI agents for specialized tasks
Automated State Management including workflow saving, resuming, and token-aware handoffs
1 GitHub stars
Mandatory Test-Driven Development (TDD) cycle enforcing Red-Green-Refactor patterns

ユースケース

Executing complex refactors where maintaining 80% or higher test coverage is non-negotiable
Onboarding AI agents to existing projects with strict development conventions and quality gates
Implementing new, high-stakes features that require multi-file changes and architectural planning

概要

主な機能

9-Phase Structured Workflow covering the entire SDLC from requirements to team notification
Interactive Approval Gates that allow for granular feedback and progress control at every stage
Multi-Agent Specialization involving PM, Dev, QA, Security, and UI agents for specialized tasks
Automated State Management including workflow saving, resuming, and token-aware handoffs
1 GitHub stars
Mandatory Test-Driven Development (TDD) cycle enforcing Red-Green-Refactor patterns

ユースケース

Executing complex refactors where maintaining 80% or higher test coverage is non-negotiable
Onboarding AI agents to existing projects with strict development conventions and quality gates
Implementing new, high-stakes features that require multi-file changes and architectural planning