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JeromyJSmith
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graphify-introduction

Generate a codebase knowledge graph introduction with communities, hotspots, and dependency paths.

3|Updated May 11, 2026
Search Tags:#dependency graph#codebase mapping#hotspots#architecture discovery#repository navigation#graphify#SSR routes
One-click install
npx skills add https://github.com/JeromyJSmith/lattice-platform --skill graphify-introduction
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: graphify-introduction
Source: https://github.com/JeromyJSmith/lattice-platform/tree/main/.agents/skills/generated/graphify-introduction
Command: npx skills add https://github.com/JeromyJSmith/lattice-platform --skill graphify-introduction

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

It helps you quickly understand a large repository by mapping its major communities, hotspots, and dependency paths so you can find the most relevant files faster.

Core Features & Use Cases

  • Top community + hotspot overview: Identify where the codebase is most interconnected and where attention should be focused.
  • Targeted traversal by concept: Use a query to perform a BFS traversal to locate relevant nodes for a specific topic.
  • Practical regeneration workflow: Refresh the graph knowledge and rerun clustering to keep the introduction aligned with repository changes.
  • Examples of primary entry points: Highlights key routers, services, and migrations to orient you in the VW_iTwin_Bridge runtime boundary and related tooling.

Quick Start

Tell the assistant to run /graphify-intro for a top communities and hotspots overview of the VW_iTwin_Bridge codebase.

Frequently Asked Questions about graphify-introduction

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I map codebase communities and hotspots to understand a large repository?▼

Codebase architecture discovery works by generating a knowledge graph that surfaces major communities, hotspots, and dependency paths to help you quickly find the most relevant files.

How do I navigate repository dependency paths and find primary entry points?▼

You can navigate repository dependency paths by triggering a graph introduction that highlights key routers, services, and migrations to orient you within the runtime boundary.

Can I use a query to traverse a codebase knowledge graph for a specific concept?▼

Yes, you can use a query to perform a BFS traversal to locate relevant nodes for a specific topic, allowing targeted concept-focused traversal across the codebase architecture.

Do I need a pre-generated graph to perform codebase mapping and architecture discovery?▼

Yes, codebase mapping requires a graphify-generated graph output and hotspot policy inputs to surface key communities and dependency paths for architecture exploration.

What is the best way to keep codebase mapping aligned with repository changes?▼

The best way to keep codebase mapping aligned is to use a practical regeneration workflow that refreshes the graph knowledge and reruns clustering to match repository changes.

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