skills MCP — 使用场景, 安装 & 实时演示

Name: skills MCP Server
Author: infranodus

为什么要用

核心特性

15+ skills augmenting thinking, not just producing output
InfraNodus MCP integration for knowledge-graph analysis
Critical-perspective and perspective-reversal skills
SEO gap analysis via information supply/demand graphs
Writing, ontology, and persistent wiki builders
Actionize: convert research into executable plans

实时演示

实际使用效果

skills-skill-6.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": {
    "skills-skill-6": {
      "command": "git",
      "args": [
        "clone",
        "https://github.com/infranodus/skills",
        "~/.claude/skills/skills"
      ],
      "_inferred": true
    }
  }
}

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

~/.cursor/mcp.json · .cursor/mcp.json

{
  "mcpServers": {
    "skills-skill-6": {
      "command": "git",
      "args": [
        "clone",
        "https://github.com/infranodus/skills",
        "~/.claude/skills/skills"
      ],
      "_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": {
    "skills-skill-6": {
      "command": "git",
      "args": [
        "clone",
        "https://github.com/infranodus/skills",
        "~/.claude/skills/skills"
      ],
      "_inferred": true
    }
  }
}

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

~/.codeium/windsurf/mcp_config.json

{
  "mcpServers": {
    "skills-skill-6": {
      "command": "git",
      "args": [
        "clone",
        "https://github.com/infranodus/skills",
        "~/.claude/skills/skills"
      ],
      "_inferred": true
    }
  }
}

格式与 Claude Desktop 相同。重启 Windsurf 生效。

~/.continue/config.json

{
  "mcpServers": [
    {
      "name": "skills-skill-6",
      "command": "git",
      "args": [
        "clone",
        "https://github.com/infranodus/skills",
        "~/.claude/skills/skills"
      ]
    }
  ]
}

Continue 使用服务器对象数组，而非映射。

~/.config/zed/settings.json

{
  "context_servers": {
    "skills-skill-6": {
      "command": {
        "path": "git",
        "args": [
          "clone",
          "https://github.com/infranodus/skills",
          "~/.claude/skills/skills"
        ]
      }
    }
  }
}

加入 context_servers。Zed 保存后热重载。

claude mcp add skills-skill-6 -- git clone https://github.com/infranodus/skills ~/.claude/skills/skills

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： skills

Get a critical perspective on a plan before committing

👤 Strategists, researchers, founders ⏱ ~30 min intermediate

何时使用： You have a plan and want assumptions + counterpoints surfaced.

前置条件

Skill installed — git clone https://github.com/infranodus/skills ~/.claude/skills/skills
InfraNodus account for deeper analyses — Free tier at infranodus.com

步骤

Run critical-perspective

Run critical-perspective on this plan.md. Surface assumptions, counterpoints, missing alternatives.✓ 已复制

→ Numbered objections grounded in the text
Reverse perspectives

Now perspective-reversal — what would the strongest critic of this plan propose instead?✓ 已复制

→ A coherent opposing plan

结果： A stress-tested plan with explicit counter-argument.

注意事项

Dismissing reversal output because it disagrees with you — The point is to steelman — sit with the discomfort

搭配使用： swing-skill

Find informational supply/demand gaps in an SEO topic

👤 Content strategists, SEOs ⏱ ~30 min intermediate

何时使用： Planning new content and want gaps, not keyword lists.

步骤

Feed topic + competitors

Run the SEO Analysis skill on topic 'vector databases' with top 5 competitor URLs. Graph the gaps.✓ 已复制

→ Gap report with under-covered entities

结果： A content plan grounded in gap analysis rather than keyword volume.

搭配使用： superseo-skill

Build a persistent wiki that your LLM can re-use across sessions

👤 Knowledge workers with recurring domain work ⏱ ~60 min intermediate

何时使用： You keep re-explaining your domain to Claude every session.

步骤

Seed the wiki

Use the LLM Wiki skill. Domain: medical imaging pipelines. Seed with these 10 notes.✓ 已复制

→ Structured wiki with cross-links
Use it in future sessions

Pull my medical-imaging wiki for context on this task.✓ 已复制

→ Wiki loads, context-aware answers

结果： Reusable domain memory.

搭配使用： planning-with-files-skill

Convert a research note into an executable plan with reminders

👤 Anyone who researches but doesn't execute ⏱ ~15 min beginner

何时使用： You did the research; now you need actions.

步骤

Actionize

Run Actionize on research.md — turn conclusions into a dated action plan.✓ 已复制

→ Plan with owners and dates

结果： Research that actually leads somewhere.

组合

与其他 MCP 搭配，撬动十倍杠杆

skills-skill-6 + swing-skill

Layer Swing's cognitive firewalls with InfraNodus' graph analysis

After swing-review, run critical_perspective to surface what swing missed.✓ 已复制

skills-skill-6 + superseo-skill

Bring InfraNodus gap analysis into SEO topic planning

Run seo_gap_analysis, feed to superseo topic-cluster-planning.✓ 已复制

工具

此 MCP 暴露的能力

工具	输入参数	何时调用	成本
critical_perspective	text	Stress-testing	InfraNodus quota
perspective_reversal	text	Breaking confirmation bias	InfraNodus quota
ontology_creator	domain notes	Knowledge structuring	InfraNodus quota
seo_gap_analysis	topic + competitors	Content planning	InfraNodus quota
llm_wiki	domain + notes	Reusable memory	Local
actionize	research text	Research -> execution	0
vipassana_for_llms	task	Fixation / loop detection	0

成本与限制

运行它的成本

API 配额: InfraNodus free tier available; paid for heavy graph work
每次调用 Token 数: Moderate
费用: Free tier generous
提示: Use local skills (actionize, vipassana_for_llms) freely; gate graph analyses to when you need depth

安全

权限、密钥、影响范围

凭据存储： INFRANODUS_API_KEY in env when using graph features

数据出站： Texts sent to InfraNodus for graph analysis

故障排查

常见错误与修复

InfraNodus requests fail

Check API key + quota at infranodus.com

Critical-perspective feels generic

Supply more context — the skill needs material to disagree with

替代方案

skills 对比其他方案

替代方案	何时用它替代	权衡
swing-skills	You want cognitive firewalls rather than graph augmentation	No graph analysis

skills