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Claude Octopus

作者 nyldn · nyldn/claude-octopus

Run up to 8 models in parallel on the same task; surface where they disagree — that's where your blindspot is.

Octopus is a multi-model orchestration skill: define a task, it dispatches to N model providers, then highlights consensus and disagreement. Useful for research, design review, and plan critique where one model can have a confident-but-wrong opinion.

為什麼要用

核心特性

即時演示

實際使用效果

就緒

安裝

選擇你的客戶端

~/Library/Application Support/Claude/claude_desktop_config.json  · Windows: %APPDATA%\Claude\claude_desktop_config.json
{
  "mcpServers": {
    "claude-octopus": {
      "command": "git",
      "args": [
        "clone",
        "https://github.com/nyldn/claude-octopus"
      ],
      "_inferred": true
    }
  }
}

開啟 Claude Desktop → Settings → Developer → Edit Config。儲存後重啟應用。

~/.cursor/mcp.json · .cursor/mcp.json
{
  "mcpServers": {
    "claude-octopus": {
      "command": "git",
      "args": [
        "clone",
        "https://github.com/nyldn/claude-octopus"
      ],
      "_inferred": true
    }
  }
}

Cursor 使用與 Claude Desktop 相同的 mcpServers 格式。專案級設定優先於全域。

VS Code → Cline → MCP Servers → Edit
{
  "mcpServers": {
    "claude-octopus": {
      "command": "git",
      "args": [
        "clone",
        "https://github.com/nyldn/claude-octopus"
      ],
      "_inferred": true
    }
  }
}

點擊 Cline 側欄中的 MCP Servers 圖示,然後選 "Edit Configuration"。

~/.codeium/windsurf/mcp_config.json
{
  "mcpServers": {
    "claude-octopus": {
      "command": "git",
      "args": [
        "clone",
        "https://github.com/nyldn/claude-octopus"
      ],
      "_inferred": true
    }
  }
}

格式與 Claude Desktop 相同。重啟 Windsurf 生效。

~/.continue/config.json
{
  "mcpServers": [
    {
      "name": "claude-octopus",
      "command": "git",
      "args": [
        "clone",
        "https://github.com/nyldn/claude-octopus"
      ]
    }
  ]
}

Continue 使用伺服器物件陣列,而非映射。

~/.config/zed/settings.json
{
  "context_servers": {
    "claude-octopus": {
      "command": {
        "path": "git",
        "args": [
          "clone",
          "https://github.com/nyldn/claude-octopus"
        ]
      }
    }
  }
}

加入 context_servers。Zed 儲存後熱重載。

claude mcp add claude-octopus -- git clone https://github.com/nyldn/claude-octopus

一行命令搞定。用 claude mcp list 驗證,claude mcp remove 移除。

使用場景

實戰用法: Claude Octopus

Multi-model design review

👤 Claude Code users ⏱ ~15 min intermediate

何時使用: You're about to commit to an architecture and want a second (and third, and fourth) opinion.

步驟
  1. Brief
    Provide the design doc + question.✓ 已複製
    → Octopus dispatches to N models
  2. Read disagreements
    Skim only where models disagree.✓ 已複製
    → Real risks surface
  3. Decide
    Resolve disagreements with a focused follow-up.✓ 已複製
    → Documented decision

結果: Decision made with explicit awareness of where models disagree.

組合

與其他 MCP 搭配,撬動十倍槓桿

claude-octopus + flow-next-skill

Use Octopus on the proposed plan, then flow-next executes the agreed-on version

Combine claude-octopus with flow-next-skill: Use Octopus on the proposed plan, then flow-next executes the agreed-on version✓ 已複製

工具

此 MCP 暴露的能力

工具輸入參數何時呼叫成本
octopus-run (see docs) Dispatch to N model providers 1 call

成本與限制

運行它的成本

API 配額
Per-provider limits
每次呼叫 Token 數
N × normal
費用
Pay-per-call across providers
提示
Set the cost cap; use cheap models for the panel and one premium

安全

權限、密鑰、影響範圍

最小權限: multi-provider keys
憑證儲存: API keys per provider in env
資料出站: Each configured provider
切勿授予: ship customer data through every provider blindly — review egress

故障排查

常見錯誤與修復

One provider 401s

Octopus continues with the rest; log shows which key

替代方案

Claude Octopus 對比其他方案

替代方案何時用它替代權衡
Single-model with self-critiqueCost-sensitiveMisses provider-specific blindspots

更多

資源

📖 閱讀 GitHub 上的官方 README

🐙 查看未解決的 issue

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