AI Agents

AI Agents: Multi-Agent Toolkit for Claude Code and GitHub Copilot CLI

AI Agents is an open-source multi-agent toolkit for software development with Claude Code, GitHub Copilot CLI, and VS Code Copilot Chat. An orchestrator routes work across 30 specialized agents, including analyst, architect, code-reviewer, dependency-auditor, implementer, critic, QA, security, and DevOps, to plan, build, review, and ship code with explicit handoffs and quality gates at each stage.

Built for platform teams, engineering managers, and organizations that want AI-assisted development with real governance: plan-to-ship lifecycle skills (/spec, /plan, /build, /test, /review, /ship) in both CLIs, run as slash commands in Claude Code, review gates and a session protocol in both CLIs, and ADR-steered agent behavior. Optional cross-session memory is available via Serena. Install from the plugin marketplace with /plugin marketplace add rjmurillo/ai-agents then /plugin install project-toolkit@ai-agents, in Claude Code or Copilot CLI. MIT licensed.

Why AI Agents

- Orchestrated specialists. An orchestrator routes work to specialist agents (analyst, architect, milestone-planner, implementer, critic, qa, security, devops) with explicit handoffs.
- Plan-to-ship lifecycle. Six commands cover the path in Claude Code: /spec, /plan, /build, /test, /review, /ship.
- Review gates that loop back. The critic returns APPROVED, APPROVED_WITH_CONCERNS, NEEDS_REVISION, or BLOCKED. NEEDS_REVISION sends the plan back to the agent that produced it. A QA failure sends the work back to the implementer.
- One marketplace URL, two CLIs. The same repository URL installs as a plugin marketplace in Claude Code and in GitHub Copilot CLI.
- VS Code Copilot Chat support. Agents also load in VS Code Copilot Chat from…