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dependency-graph

核心功能:生成符合规范的Mermaid依赖流程图,区分内部/外部/关键依赖,标记循环依赖,并输出含模块依赖统计、关键模块等的分析笔记。典型场景:梳理模块依赖关系、排查循环依赖、分析模块耦合度、规划代码重构、评估代码变更影响。输入需指定代码范围,输出为Mermaid语法代码、渲染后的可视化图表及配套分析内容。

athola
athola
热度 63.00
最近更新 2026-08-26 21:09:26
分类:开发依赖:MCP 服务 / 内部调用大模型 / 读写文件应用场景:代码审查 / 调试排错

安装技能

复制下面的话术发给你的 Agent,它会通过 secure-skills 检索并安装该技能。

执行命令安装此 skill: npx secure-skills-cli add nm-cartograph-dependency-graph
Metadata
name
dependency-graph
description
Generates a Mermaid dependency graph showing import relationships between modules
version
1.9.8
triggers
["analyzing coupling","finding circular deps","or planning refactors"]
metadata
{"openclaw":{"homepage":"https://github.com/athola/claude-night-market/tree/master/plugins/cartograph","emoji":"🦞"}}
source
claude-night-market
source_plugin
cartograph

Night Market Skill — ported from claude-night-market/cartograph. For the full experience with agents, hooks, and commands, install the Claude Code plugin.

Dependency Graph

Generate a Mermaid flowchart showing import and dependency relationships between modules, packages, or plugins.

When To Use

  • Understanding what depends on what
  • Finding circular dependencies
  • Analyzing coupling between modules
  • Planning refactoring by seeing dependency impact
  • Answering "what breaks if I change this?"

Workflow

Step 1: Explore the Codebase

Dispatch the codebase explorer agent:

Agent(cartograph:codebase-explorer)
Prompt: Explore [scope] and return a structural model.
Focus on import statements and cross-module dependencies
for a dependency graph. Track both internal and external
imports.

Step 2: Generate Mermaid Syntax

Transform the structural model into a Mermaid flowchart with directed edges representing dependencies.

Rules for dependency graphs:

  • Use flowchart LR (left-right) for dependency direction
  • Each node is a module or package
  • Edges point from dependent to dependency (A --> B means "A depends on B")
  • Color-code by dependency type:
    • Default arrows for internal dependencies
    • Dotted arrows (-.->) for external/optional deps
    • Thick arrows (==>) for critical path dependencies
  • Group into subgraphs by package/plugin
  • If depth parameter given, limit transitive dependencies
  • Highlight circular dependencies with red styling

Example output:

flowchart LR
    subgraph sanctum[Sanctum]
        commit[commit]
        pr_prep[pr_prep]
        workspace[workspace]
    end

    subgraph leyline[Leyline]
        git[git_platform]
        errors[error_patterns]
    end

    subgraph external[External]
        subprocess[subprocess]
        json[json]
    end

    commit --> git
    commit --> json
    pr_prep --> workspace
    pr_prep --> git
    workspace --> errors
    workspace -.-> subprocess

Step 3: Render via MCP

Call the Mermaid Chart MCP to render:

mcp__claude_ai_Mermaid_Chart__validate_and_render_mermaid_diagram
  prompt: "Dependency graph of [scope]"
  mermaidCode: [generated syntax]
  diagramType: "flowchart"
  clientName: "claude-code"

If rendering fails, fix syntax and retry (max 2 retries).

Step 4: Present Results

Show the rendered diagram with analysis notes:

  • Total modules and dependency count
  • Most-depended-on modules (high fan-in)
  • Modules with most dependencies (high fan-out)
  • Circular dependencies if any detected