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Dependency Graph (Grade A) logo

Dependency Graph (Grade A)Security-tested development skill for Claude AI. Grade A. Map and visualize module dependencies, detect circular imports, and identify coupling hotspots. Use when the user asks to analyze dependencies

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Daniel NikulshynReviewed by Daniel Nikulshyn·Updated July 2026

Overview

The Dependency Graph skill analyzes module import relationships to detect circular dependencies, identify coupling hotspots, and visualize the dependency structure. It is used to analyze dependencies, find circular imports, or understand module relationships. The skill works by scanning imports, building an adjacency list, detecting circular dependencies, calculating metrics, identifying hotspots, generating visualizations, and suggesting improvements.

Key features

  • Circular dependency detection
  • Coupling hotspot identification
  • Dependency visualization
  • Metric calculation (fan-out, fan-in, instability, depth)
  • Actionable suggestions for improvement

Pricing

Model
Free
Category
Skills
Rating
No reviews yet

Use cases

Analyzing Dependencies

Use the Dependency Graph skill to analyze module dependencies and identify potential issues such as circular imports or coupling hotspots.

Refactoring Code

Use the Dependency Graph skill to identify areas of the codebase that may need refactoring, such as 'god modules' or 'spaghetti modules'.

Pros & Cons

Pros

  • Detects circular imports and coupling hotspots
  • Provides actionable suggestions for improvement
  • Visualizes dependency structure for easier understanding
  • Identifies 'god modules' and 'spaghetti modules' that may need refactoring

Cons

  • May not work correctly with complex or dynamic import systems
  • Requires source directory and language/module system to be known
  • May produce false positives or negatives if import statements are not standard

Reviews

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Q&A

What prerequisites are needed for the Dependency Graph skill to work?

The source directory and language/module system must be known for the skill to work correctly.

Asked by Wanjiru Kamau · Dec 30, 2025

Are there any limitations to the Dependency Graph skill?

The skill may not work correctly with complex or dynamic import systems, and may produce false positives or negatives if import statements are not standard.

Asked by Tunde Balogun · Dec 18, 2025

What are the key features of the Dependency Graph skill?

The key features include circular dependency detection, coupling hotspot identification, dependency visualization, metric calculation, and actionable suggestions for improvement.

Asked by Tobias Hartmann · Oct 25, 2025

What does the Dependency Graph skill do?

The Dependency Graph skill analyzes module import relationships to detect circular dependencies, identify coupling hotspots, and visualize the dependency structure.

Asked by Zain Malik · Sep 30, 2025

Ask a question

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