team-designer

To generate a multi-agent skill package, provide a high-level domain description and the team-designer automatically structures the router, coordinator, worker roles, shared specs, and templates. This avoids manual structuring of orchestration files and pipelines.

Multi-agent orchestration coordinates specialized worker roles across a task pipeline. You need a coordinator workflow when a domain-specific task requires multiple agents to process dependencies, distribute commands, and validate structural consistency.

Setting up roles and task pipelines requires assembling a role registry and defining task dependencies. The team-designer generates these components automatically, ensuring worker roles, command distribution, and pipeline consistency are structurally compatible.

Yes, you can build a code review team by providing a domain description. The system generates ready-to-use packages with specialized worker roles like analyst, reviewer, and executor, complete with shared specs and templates.

Yes, the generated package includes built-in validation and guardrails. It checks structural completeness, role compatibility, and pipeline consistency against v4-compliant frontmatter and file structure standards before finalizing.

The main limitation is that the generated orchestration files rely entirely on the accuracy of your initial high-level requirement. While structural validation is automated, the logical effectiveness of the worker roles and pipelines requires manual review.