This repository is a meta-skill/plugin for Claude Code that serves as a 'team-architecture factory'. It is not a traditional software application but a collection of highly structured Markdown files (SKILL.md and references) that act as instructions for the Claude Code AI to design and evolve multi-agent teams. The system takes a domain description from a user and generates agent definitions, skills, and orchestrators to automate complex workflows. It demonstrates deep expertise in multi-agent orchestration: three execution modes (workflow orchestration, persistent agent collaboration, sub-agent delegation), six team architecture patterns, and workflow-native quality patterns (adversarial verification, judge panels, loop-until-dry). The project underwent a ground-up rebuild from v1 to v2 to align with the current Claude Code runtime, removing reliance on deprecated APIs like TeamCreate. The codebase is exceptionally well-documented for its domain, with clear principles, phased workflows, testing methodologies, and migration guides. The primary artifact is documentation, not executable code, which limits traditional software engineering evaluation but the craftsmanship in structuring meta-instructions for an AI is high. It is actively maintained with recent commits, thorough changelog, and professional issue templates.