Interactive Pattern Visualization With Design Centric Layouts

via “interactive force-directed workflow graph visualization”

Open-source CLI security scanner for agentic workflows.

Unique: Implements a physics-based force-directed layout algorithm specifically tuned for agentic topologies, where node repulsion is weighted by component type (agents repel more strongly than tools) and edge attraction is weighted by interaction frequency — this produces layouts where agent clusters naturally separate and tool dependencies cluster near their consumers, making workflow patterns immediately visible.

vs others: Provides interactive, browser-based visualization with physics-based layout tuned for agent topologies, whereas generic workflow visualization tools (Miro, Lucidchart) require manual diagram creation and don't automatically extract topology from code.