infinite-gratitude MCP — 使用场景, 安装 & 实时演示

为什么要用

核心特性

10 agents with distinct roles
Structured handoffs between agents
Explicit critic role fights groupthink
Produces a synthesized final artifact
Multilingual (Chinese, Japanese, English in docs)

实时演示

实际使用效果

infinite-gratitude-skill.replay ▶ 就绪

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安装

选择你的客户端

~/Library/Application Support/Claude/claude_desktop_config.json · Windows: %APPDATA%\Claude\claude_desktop_config.json

{
  "mcpServers": {
    "infinite-gratitude-skill": {
      "command": "git",
      "args": [
        "clone",
        "https://github.com/sstklen/infinite-gratitude",
        "~/.claude/skills/infinite-gratitude"
      ],
      "_inferred": true
    }
  }
}

打开 Claude Desktop → Settings → Developer → Edit Config。保存后重启应用。

~/.cursor/mcp.json · .cursor/mcp.json

{
  "mcpServers": {
    "infinite-gratitude-skill": {
      "command": "git",
      "args": [
        "clone",
        "https://github.com/sstklen/infinite-gratitude",
        "~/.claude/skills/infinite-gratitude"
      ],
      "_inferred": true
    }
  }
}

Cursor 使用与 Claude Desktop 相同的 mcpServers 格式。项目级配置优先于全局。

VS Code → Cline → MCP Servers → Edit

{
  "mcpServers": {
    "infinite-gratitude-skill": {
      "command": "git",
      "args": [
        "clone",
        "https://github.com/sstklen/infinite-gratitude",
        "~/.claude/skills/infinite-gratitude"
      ],
      "_inferred": true
    }
  }
}

点击 Cline 侧栏中的 MCP Servers 图标，然后选 "Edit Configuration"。

~/.codeium/windsurf/mcp_config.json

{
  "mcpServers": {
    "infinite-gratitude-skill": {
      "command": "git",
      "args": [
        "clone",
        "https://github.com/sstklen/infinite-gratitude",
        "~/.claude/skills/infinite-gratitude"
      ],
      "_inferred": true
    }
  }
}

格式与 Claude Desktop 相同。重启 Windsurf 生效。

~/.continue/config.json

{
  "mcpServers": [
    {
      "name": "infinite-gratitude-skill",
      "command": "git",
      "args": [
        "clone",
        "https://github.com/sstklen/infinite-gratitude",
        "~/.claude/skills/infinite-gratitude"
      ]
    }
  ]
}

Continue 使用服务器对象数组，而非映射。

~/.config/zed/settings.json

{
  "context_servers": {
    "infinite-gratitude-skill": {
      "command": {
        "path": "git",
        "args": [
          "clone",
          "https://github.com/sstklen/infinite-gratitude",
          "~/.claude/skills/infinite-gratitude"
        ]
      }
    }
  }
}

加入 context_servers。Zed 保存后热重载。

claude mcp add infinite-gratitude-skill -- git clone https://github.com/sstklen/infinite-gratitude ~/.claude/skills/infinite-gratitude

一行命令搞定。用 claude mcp list 验证，claude mcp remove 卸载。

使用场景

实战用法： infinite-gratitude

Tackle a research question single-agent prompts fail on

👤 Researchers, analysts, strategists ⏱ ~60 min advanced

何时使用： Questions that need breadth (many sources) and depth (skepticism, synthesis) — where one pass hallucinates.

前置条件

Skill installed — git clone https://github.com/sstklen/infinite-gratitude ~/.claude/skills/infinite-gratitude

步骤

Pose the question

Use infinite-gratitude. Research question: what are the real bottlenecks in scaling post-transformer architectures in 2026? Run the 10-agent dojo.✓ 已复制

→ Roles spin up: explorer, critic, synthesizer, etc., each producing a distinct contribution
Watch the handoffs

Show me the critic's pushback on the explorer's output.✓ 已复制

→ Substantive critique, not agreement
Final synthesis

Give me the synthesizer's final artifact with dissent noted.✓ 已复制

→ Document with main thesis + minority views preserved

结果： A research brief richer than a single-agent answer.

注意事项

Agents converge and critic rubber-stamps — Prompt the critic explicitly to find flaws; force disagreement

搭配使用： filesystem

Draft a policy memo with explicit dissenting views

👤 Policy wonks, internal strategy teams ⏱ ~90 min advanced

何时使用： The decision needs to survive scrutiny from people who'll disagree.

步骤

Frame the memo

Use infinite-gratitude. Memo topic: should our engineering org adopt four-day work weeks? Run the full dojo.✓ 已复制

→ Multi-perspective outputs on pros, cons, empirical evidence, implementation risks
Extract the dissent

Keep the critic's dissent intact as an appendix; don't blend it away.✓ 已复制

→ Main memo + appendix of unresolved concerns

结果： A memo your skeptics can see was genuinely considered.

组合

与其他 MCP 搭配，撬动十倍杠杆

infinite-gratitude-skill + paper-fetch-skill

Explorer agent downloads papers; synthesizer cites them

Run the dojo on [topic] and use paper-fetch-skill for the explorer's sources.✓ 已复制

infinite-gratitude-skill + filesystem

Save each agent's output as its own file for traceability

Persist each agent's contribution to research/session-<date>/<role>.md✓ 已复制

工具

此 MCP 暴露的能力

工具	输入参数	何时调用	成本
dojo_run	question, optional agent roster	Big, ambiguous questions	0 (but high token use)
single_agent	role name, task	Just one role needed	0

成本与限制

运行它的成本

API 配额: None
每次调用 Token 数: High — 10 agents each doing real work
费用: Free (Claude API usage applies)
提示: Use for high-stakes questions only. Single-agent suffices for most research.

安全

权限、密钥、影响范围

凭据存储： None

数据出站： None from skill itself

故障排查

常见错误与修复

Dojo feels repetitive

Agents may be blending; enforce distinct perspectives in prompts

Runs out of context mid-session

Save intermediate outputs to disk and resume fresh; don't carry everything in one session

替代方案

infinite-gratitude 对比其他方案

替代方案	何时用它替代	权衡
Single-agent with explicit steps	Straightforward questions	Less depth, cheaper
planning-with-files-skill	You want durable state across long sessions but not multi-role	No role specialization

infinite-gratitude