kitty:impact

Analyze a symbol's dependency chains and blast radius to inform codebase changes.

1|Updated Mar 28, 2026
One-click install
npx skills add https://github.com/Kakise/cartographing-kitties-plugin --skill kitty-impact
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: kitty:impact
Source: https://github.com/Kakise/cartographing-kitties-plugin/tree/main/plugins/kitty/skills/kitty-impact
Command: npx skills add https://github.com/Kakise/cartographing-kitties-plugin --skill kitty-impact

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Analyzes dependencies and blast radius to answer questions like what depends on X, what breaks if Y changes, and how changes ripple through a codebase.

Core Features & Use Cases

  • Impact analysis: Compute transitive dependents and upstream constraints to inform change scope.
  • Planning support: Generate structured subgraph context for orchestrated agent workflows to guide refactors, renames, or deletions.
  • Risk assessment: Surface hotspots via ranking and structural health checks to prioritize testing and verification.

Quick Start

Run an impact analysis on a target symbol to identify dependents and dependencies and generate a subgraph context.

Frequently Asked Questions about kitty:impact

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

FAQPage Schema
How do I analyze the blast radius of a code change before refactoring?

You can compute transitive dependents and upstream constraints by indexing the codebase and evaluating annotation coverage. This generates a structured subgraph context showing callers, callees, imports, and inheritance relationships to guide safe refactors, renames, or deletions.

What is dependency graph impact analysis used for in software engineering?

Dependency graph impact analysis is used to answer what depends on a specific symbol and what breaks if that symbol changes. It surfaces structural hotspots via ranking and health checks to prioritize testing and verification during codebase modifications.

Can I generate a subgraph context for orchestrated agent workflows when planning a rename?

Yes, you can generate a structured subgraph context for orchestrated agent workflows when planning renames, refactors, or deletions. This context maps the complete dependency chain to guide downstream agents in executing safe codebase modifications.

Do I need to index my codebase before running an impact analysis?

Yes, indexing the codebase is required before running impact analysis. The indexing process maps the dependency chains and evaluates annotation coverage, which is necessary to assemble the accurate subgraph context for downstream agent orchestration.

What's the best way to assess structural risk and prioritize verification for code deletions?

The best way to assess structural risk for code deletions is to surface hotspots via ranking and structural health checks. This impact analysis identifies high-risk dependency chains and upstream constraints, allowing you to prioritize testing exactly where changes ripple.