ai-team-orchestration
Bootstrap and run a lightweight multi-agent development team. Use when starting or adopting a project, planning work, coordinating implementation and optional QA, brainstorming with distinct perspectives, or preserving context across sessions.
Profile →npx skills add github/awesome-copilot --skill ai-team-orchestration --agent copilot
Same command for any agent — swap --agent for claude-code, codex, cursor.
Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.
# AI Team Orchestration Use three stable agents: | Agent | Purpose | |---|---| | `@ai-team-producer` | Clarify scope, plan proportionately, coordinate, and merge | | `@ai-team-dev` | Implement, test, self-review, and prepare the pull request | | `@ai-team-qa` | Independently test behavior when dedicated QA is useful | Nova, Sage, and Milo are perspectives inside the Dev agent, not mandatory project layers. ## Default Workflow **Plan -> Implement -> Test -> optional review or QA -> Merge -> update project state** Keep the workflow proportional: - Skip formal planning for small, obvious changes. - Use a short plan for multi-step or cross-cutting work. - Add independent review or QA when risk, uncertainty, or repository policy justifies it. - Let branch protection, required checks, permissions, and merge queues enforce repository merge policy. ## Start or Adopt a Project 1. Read existing repository instructions and documentation. 2. Discover the actual stack, architecture, commands, deployment model, and risks. 3. Create or update `PROJECT_BRIEF.md` only when durable cross-session context is useful. Start from the [project brief template](./references/project-brief-template.md) and om
- Default Workflow
- Start or Adopt a Project
- Execute
- Producer
- Dev
- QA
- Brainstorms
- Context Recovery
- Tool and Model Inheritance
- Principles
What does the ai-team-orchestration skill do?
Bootstrap and run a lightweight multi-agent development team. Use when starting or adopting a project, planning work, coordinating implementation and optional QA, brainstorming with distinct perspectives, or preserving context across sessions.
How do I install it?
Run `npx skills add github/awesome-copilot --skill ai-team-orchestration --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.
Where does this skill come from?
From github/awesome-copilot, a repository with 37,432 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.
Is a popular skill a good skill?
Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.