{
  "name": "Bernstein",
  "description": "Open-source multi-agent orchestration system for AI coding agents. Decomposes goals into tasks, spawns 37 CLI agent adapters (Claude Code, Codex, Gemini CLI, OpenAI Agents SDK, GitHub Copilot, and more) in parallel git worktrees, verifies output via quality gates, merges results.",
  "provider": {
    "organization": "Bernstein",
    "url": "https://bernstein.run",
    "author": {
      "name": "Alex Chernysh",
      "url": "https://alexchernysh.com",
      "github": "https://github.com/chernistry",
      "x": "https://x.com/alex_chernysh"
    }
  },
  "version": "2.3.1",
  "homepage": "https://bernstein.run",
  "repository": "https://github.com/sipyourdrink-ltd/bernstein",
  "package": "https://pypi.org/project/bernstein/",
  "documentationUrl": "https://bernstein.readthedocs.io/",
  "capabilities": {
    "streaming": false,
    "pushNotifications": false,
    "stateTransitionHistory": false
  },
  "authentication": {
    "schemes": []
  },
  "defaultInputModes": [
    "text/plain"
  ],
  "defaultOutputModes": [
    "text/plain"
  ],
  "skills": [
    {
      "id": "orchestrate",
      "name": "Multi-Agent Orchestration",
      "description": "Orchestrate multiple AI coding agents to work on a goal in parallel. Decomposes into tasks, assigns roles, manages git worktrees, runs quality gates. Built for forward-deployed engineering — drop the swarm onto a client repo with file-based state, per-agent credential scoping, and an HMAC-signed audit trail.",
      "tags": [
        "orchestration",
        "multi-agent",
        "coding",
        "automation",
        "forward-deployed-engineering"
      ],
      "examples": [
        "Add JWT authentication with refresh tokens, tests, and API docs",
        "Refactor the payment module to use Stripe webhooks",
        "Fix all failing CI tests and update deprecated dependencies",
        "Parachute onto a client repo and stand up an AI engineering crew in minutes"
      ]
    },
    {
      "id": "plan",
      "name": "Project Planning",
      "description": "Decompose a project goal into a structured YAML plan with stages, steps, roles, priorities, and dependencies.",
      "tags": [
        "planning",
        "decomposition",
        "project-management"
      ],
      "examples": [
        "Plan a migration from REST to GraphQL",
        "Create a plan to add i18n support to the frontend"
      ]
    }
  ]
}