{
  "skill_invoke": "/mba <brand>",
  "quick_start": [
    "/mba openai --quick --no-judges    # single-pass open-web read, no judge panel",
    "/mba lenovo                        # full pipeline, default 5-judge panel",
    "/mba xpeng --panel auto            # use a specific industry panel",
    "/mba <brand> --refresh             # force EVOLUTION even if report exists"
  ],
  "platforms": [
    {
      "name": "BotLearn (SkillHunt)",
      "url": "https://www.botlearn.ai/en/community/u/mba_auditor",
      "description": "One-click install into Claude Code as a skill named `mba_auditor`."
    },
    {
      "name": "GitHub (manual)",
      "url": "https://github.com/zhanglunet/mba",
      "description": "Clone the repo and point Claude Code's skills directory at metric-brand-auditor/ + perspectives/."
    },
    {
      "name": "MCP server (npx)",
      "package": "mba-mcp-server",
      "description": "Run audits from Claude Desktop, Cursor, or any MCP-capable agent. Requires ANTHROPIC_API_KEY.",
      "config_example": {
        "mcpServers": {
          "mba": {
            "command": "npx",
            "args": [
              "-y",
              "mba-mcp-server@latest"
            ],
            "env": {
              "ANTHROPIC_API_KEY": "sk-ant-..."
            }
          }
        }
      },
      "tools": [
        "propose_audit",
        "confirm_audit",
        "get_status",
        "fetch_report",
        "list_audits",
        "add_judge",
        "subscribe_brand",
        "trigger_evolution",
        "list_subscriptions",
        "unsubscribe_brand",
        "get_delta_report"
      ]
    }
  ],
  "requirements": [
    "Claude Code (CLI / IDE extension) or Claude API access",
    "Claude Opus 4.7 recommended for the Lead role; Sonnet 4.6 works for sub-agents",
    "Optional: 阿里云无影 AgentBay for the Wuying cloud-browser leg (X / RedNote / Bilibili / Chinese press signal)"
  ]
}