Where can I view the generated knowledge graph?

The graph is written to `references/GRAPH.md`. Since it uses Mermaid syntax, it renders natively as a visual diagram in GitHub and other compatible markdown viewers.

How does the Graph skill identify relationships between files?

The skill scans the 'See Also' metadata sections within your `references/*.md` files, extracting links and relationship labels to build the graph edges.

Does this skill support custom relationship types?

Yes, it parses relationship types from your See Also links (e.g., upstream, consumer, related) and uses them as edge labels in the Mermaid diagram.

What are isolated nodes in the context of this skill?

Isolated nodes are reference files with zero connections. The skill flags these as structural gaps, suggesting areas where your documentation may be disconnected from the rest of the system.

Reference Knowledge Graph

Name: Reference Knowledge Graph
Author: Undercurrent-Studio

byUndercurrent-Studio

0•

Learning & Documentation

Generates visual Mermaid diagrams of documentation relationships to map knowledge architecture and identify structural gaps.

The Graph skill automates the visualization of project reference files by scanning 'See Also' metadata to build a comprehensive knowledge graph. It transforms static documentation into an interactive visual map, helping developers understand the connections between different system components, identify isolated information nodes, and maintain high documentation density. By outputting directly to a Mermaid-compatible markdown file, it provides an immediately browsable overview that is essential for onboarding, architectural audits, and long-term project maintenance.

Key Features

01Automated Mermaid diagram generation from markdown metadata

02Structural health metrics including node and edge counts

030 GitHub stars

04Isolated node detection to find disconnected documentation

05Relationship extraction with labeled edge types

06Native GitHub rendering for repository-based visualization

Use Cases

01Visualizing complex upstream and downstream dependencies between system modules

02Onboarding new developers with a visual overview of the project's knowledge architecture

03Performing documentation audits to identify and fix isolated or low-density reference files

Key Features

01Automated Mermaid diagram generation from markdown metadata

02Structural health metrics including node and edge counts

030 GitHub stars

04Isolated node detection to find disconnected documentation

05Relationship extraction with labeled edge types

06Native GitHub rendering for repository-based visualization

Use Cases

01Visualizing complex upstream and downstream dependencies between system modules

02Onboarding new developers with a visual overview of the project's knowledge architecture

03Performing documentation audits to identify and fix isolated or low-density reference files