Framework Orchestrator FAQs

Question 1

What project patterns does the orchestrator recognize?

Accepted Answer

It identifies three specific patterns: Pattern A for simple features and enhancements (1-5 days), Pattern B for new products or systems (4-12 weeks), and Pattern C for complex, AI-native systems involving RAG or multi-agent orchestration (8-20 weeks).

Question 2

When should I use this skill?

Accepted Answer

You should use this skill when starting a new project, transitioning between development phases, or managing complex AI-native systems where you need guidance on which methodologies and tools to apply in what order.

Question 3

What does the Framework Orchestrator skill do?

Accepted Answer

Framework Orchestrator acts as a meta-skill or AI project manager within Claude Code. It analyzes your project's complexity and coordinates the sequencing of other specialized frameworks and skills to ensure a structured development lifecycle.

Question 4

How does this skill improve my development workflow?

Accepted Answer

It improves efficiency by removing guesswork from the development process. By identifying complexity patterns (Simple, New Product, or AI-Native), it provides a tailored roadmap and enforces phase-gate validation to ensure quality before moving to the next stage.

Question 5

Does it support AI-specific development tasks?

Accepted Answer

Yes. For AI-native projects (Pattern C), the skill coordinates specialized phases for agent architecture, context engineering, RAG implementation, and specialized testing for LLM performance and agent behaviors.

Framework Orchestrator

Framework Orchestrator

主な機能

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主な機能

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