Module Dependency Architecture Lens

Cognitive Mode: Structural Primary Question: "How are modules coupled?" Focus: Package Dependencies, Layering, Coupling Patterns, Fan-In/Fan-Out

When to Use

• Need to understand module coupling and dependencies
• Analyzing architectural layering violations
• Identifying high fan-in modules (stability concerns)
• User invokes /autoskillit:arch-lens-module-dependency or /autoskillit:make-arch-diag dependency

Critical Constraints

NEVER:

• Modify any source code files
• Include runtime behavior details
• Show external system integrations in detail

ALWAYS:

• Focus on IMPORT relationships between modules
• Identify layering and valid dependency directions
• Flag circular dependencies and violations
• Calculate fan-in for key modules
• BEFORE creating any diagram, LOAD the /autoskillit:mermaid skill using the Skill tool - this is MANDATORY

Analysis Workflow

Step 1: Launch Parallel Exploration Subagents

Spawn Explore subagents to investigate:

Layer Identification

• Find top-level directories and their purposes
• Identify the intended layering structure
• Look for: build configs, project structure, architectural boundaries

Import Analysis by Layer

• For each top-level module, find its imports
• Categorize: internal vs external, layer violations
• Look for: import statements, dependencies, module references

Circular Dependency Detection

• Find modules that import each other
• Identify deferred imports (often indicate issues)
• Look for: conditional imports, late imports, circular references

High Fan-In Modules

• Count how many modules import each module
• Identify the most depended-upon modules
• These require stable interfaces

Cross-Domain Imports

• Check for forbidden cross-domain imports
• Document violations with file paths

Step 2: Build Dependency Matrix

Create a matrix showing:

              layer3  layer2  layer1
  layer3        -       X       X
  layer2        -       -       X
  layer1        ?       ?       -

Where:

• X = valid imports (downward)
• ? = potential violations to investigate
• - = no imports

CRITICAL - Analyze Read/Write Direction: For EVERY dependency relationship:

• Import direction: Which module imports which?
• Data flow direction: Does data flow with or against the import?
• Call direction: Who calls whom?

Note: Import direction (A imports B) doesn't always equal data flow direction (B may return data to A). Document both.

Step 3: Calculate Metrics

For key modules:

• Fan-In: How many modules depend on this one
• Fan-Out: How many modules does this depend on
• Instability: Fan-Out / (Fan-In + Fan-Out)

Step 4: Create the Diagram

Use graph with:

Direction: TB for layer hierarchy

Subgraphs for Layers:

• Layer N: Application (highest)
• Layer N-1: Services/Business Logic
• Layer N-2: Infrastructure/Utilities
• Layer 0: External (lowest)

Node Styling:

• cli class: Application layer modules
• phase class: Service/business logic layer modules
• handler class: Infrastructure/utility modules
• stateNode class: High fan-in modules (highlight)
• integration class: External dependencies

Connection Types:

• Solid arrows: Valid downward dependencies
• Dashed arrows: Violations or concerns (with notes)
• Label with import counts where significant

Step 5: Write Output

Write the diagram to: temp/arch-lens-module-dependency/arch_diag_module_dependency_{YYYY-MM-DD_HHMMSS}.md (relative to the current working directory)

After writing the diagram file, emit a structured output line:

diagram_path = {absolute_path_to_diagram_file}

Output Template

# Module Dependency Diagram: {Project Name}

**Lens:** Module Dependency (Structural)
**Question:** How are modules coupled?
**Date:** {YYYY-MM-DD}
**Scope:** {What was analyzed}

## Layer Structure

| Layer | Modules | May Import From |
|-------|---------|-----------------|
| N - Application | app/ | services/, utils/ |
| N-1 - Services | services/ | utils/ |
| N-2 - Utilities | utils/ | (internal only) |
| 0 - External | stdlib, packages | N/A |

## Dependency Diagram

```mermaid
%%{init: {'flowchart': {'nodeSpacing': 50, 'rankSpacing': 70, 'curve': 'basis'}}}%%
graph TB
    %% CLASS DEFINITIONS %%
    classDef cli fill:#1a237e,stroke:#7986cb,stroke-width:2px,color:#fff;
    classDef phase fill:#6a1b9a,stroke:#ba68c8,stroke-width:2px,color:#fff;
    classDef handler fill:#e65100,stroke:#ffb74d,stroke-width:2px,color:#fff;
    classDef stateNode fill:#004d40,stroke:#4db6ac,stroke-width:2px,color:#fff;
    classDef integration fill:#c62828,stroke:#ef9a9a,stroke-width:2px,color:#fff;

    subgraph LayerN ["LAYER N - APPLICATION"]
        direction LR
        APP1["app/<br/>━━━━━━━━━━<br/>Entry points"]
    end

    subgraph LayerN1 ["LAYER N-1 - SERVICES"]
        direction LR
        SVC1["services/<br/>━━━━━━━━━━<br/>Business logic"]
    end

    subgraph LayerN2 ["LAYER N-2 - UTILITIES"]
        direction LR
        UTIL1["utils/core/<br/>━━━━━━━━━━<br/>Core utilities"]
        UTIL2["utils/helpers/<br/>━━━━━━━━━━<br/>Helper functions"]
    end

    subgraph Layer0 ["LAYER 0 - EXTERNAL"]
        direction LR
        EXT1["External Libs<br/>━━━━━━━━━━<br/>Third-party"]
    end

    %% VALID DEPENDENCIES (Downward) %%
    APP1 -->|"imports"| SVC1
    APP1 -->|"imports"| UTIL1
    SVC1 -->|"imports"| UTIL1
    SVC1 -->|"imports"| UTIL2
    UTIL1 --> EXT1
    UTIL2 --> EXT1

    %% VIOLATIONS (if any) - dashed %%
    UTIL1 -.->|"VIOLATION"| SVC1

    %% HIGH FAN-IN MODULES %%
    HI_FAN["High Fan-In Module<br/>━━━━━━━━━━<br/>{N} dependents"]

    %% CLASS ASSIGNMENTS %%
    class APP1 cli;
    class SVC1 phase;
    class UTIL1,UTIL2 handler;
    class HI_FAN stateNode;
    class EXT1 integration;

Color Legend:

Dependency Matrix (DSM)

              app   services  utils
  app          -       X        X
  services     -       -        X
  utils        -       ?*       -

  Legend: X = valid imports, ?* = violation (investigate)

Key Metrics

Violations Identified

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## Pre-Diagram Checklist

Before creating the diagram, verify:

- [ ] LOADED `/autoskillit:mermaid` skill using the Skill tool
- [ ] Using ONLY classDef styles from the mermaid skill (no invented colors)
- [ ] Diagram will include a color legend table

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## Related Skills

- `/autoskillit:make-arch-diag` - Parent skill for lens selection
- `/autoskillit:mermaid` - MUST BE LOADED before creating diagram
- `/autoskillit:arch-lens-c4-container` - For container-level view