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Dependency Graph

ASecurity

Generates a Mermaid dependency graph showing import relationships between modules. Use when analyzing coupling, finding circular deps, or planning refactors.

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  • Added September 12, 2026
ai-agentsgonoderefactoringgit

Works with

  • cli
  • mcp

Security analysis

A100/100

Scanned September 12, 2026

npx -y skills add thedixitjain/the-mega-skill-library --skill dependency-graph --agent claude-code

Installs into .claude/skills of the current project.

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SKILL.md
---
name: dependency-graph
description: "Generates a Mermaid dependency graph showing import relationships between modules. Use when analyzing coupling, finding circular deps, or planning refactors."
category: general-purpose
source_repo: athola/claude-night-market
source_path: "plugins/cartograph/skills/dependency-graph/SKILL.md"
source_url: https://github.com/athola/claude-night-market/blob/HEAD/plugins/cartograph/skills/dependency-graph/SKILL.md
---


# 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?"

## When NOT To Use

- Runtime call paths (use `cartograph:call-chain`)
- Type hierarchies (use `cartograph:class-diagram`)

## 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**:

```mermaid
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

## Exit Criteria

- [ ] Mermaid `flowchart LR` syntax generated with directed edges
      from dependent to dependency (A --> B means "A depends on B")
- [ ] `mcp__claude_ai_Mermaid_Chart__validate_and_render_mermaid_diagram`
      called and returns without error
- [ ] Analysis notes include total module count, highest fan-in modules,
      and highest fan-out modules
- [ ] Circular dependencies, if detected, are highlighted with red
      styling and listed explicitly in the analysis notes
- [ ] External dependencies use dotted arrows (`-.->`) distinct from
      internal dependency arrows

---

**Source:** [`athola/claude-night-market`](https://github.com/athola/claude-night-market) → `plugins/cartograph/skills/dependency-graph/SKILL.md`

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