code-intelligence

Analyze codebases with semantic search, dependency tracking, and impact analysis.

1|Updated Feb 25, 2026
One-click install
npx skills add https://github.com/winsorllc/upgraded-carnival --skill code-intelligence-winsorllc
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: code-intelligence
Source: https://github.com/winsorllc/upgraded-carnival/tree/main/.pi/skills/code-intelligence
Command: npx skills add https://github.com/winsorllc/upgraded-carnival --skill code-intelligence-winsorllc

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill helps developers understand complex codebases by providing tools for semantic search, dependency analysis, and impact assessment, reducing the time spent on code exploration and refactoring.

Core Features & Use Cases

  • Semantic Code Search: Find code based on meaning, not just keywords.
  • Dependency Mapping: Visualize and analyze relationships between files and functions.
  • Impact Analysis: Predict the consequences of code changes before they are made.
  • Codebase Q&A: Ask natural language questions about the codebase.
  • Use Case: Before refactoring a critical module, use this Skill to identify all the places it's used and understand the potential ripple effects of your changes.

Quick Start

Use the code-intelligence skill to search for all functions related to user authentication.

Frequently Asked Questions about code-intelligence

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

FAQPage Schema
How do I perform semantic code search to find functions by meaning instead of keywords?

Semantic code search finds code based on meaning rather than exact keywords. By utilizing AST parsing and graph-based analysis, this capability enables developers to query codebases using natural language questions to locate relevant symbols and functions.

What is change impact analysis and how does it predict the consequences of code modifications?

Change impact analysis predicts the consequences of code modifications before they are made. It works by mapping dependencies and relationships between files and functions, allowing developers to identify potential ripple effects and understand where specific modules are used.

How do I map dependencies and visualize relationships between files in my codebase?

Dependency mapping visualizes and analyzes relationships between files and functions within a codebase. By leveraging graph-based analysis, it helps developers understand complex code relationships and track how different components depend on each other during refactoring.

Does codebase intelligence work with multiple programming languages for AST parsing?

Codebase intelligence supports multiple programming languages through AST parsing and graph-based analysis. This allows developers to perform symbol search, dependency tracking, and impact assessment across diverse codebases without being restricted to a single language environment.

What is the best way to assess the ripple effects before refactoring a critical module?

The best way to assess ripple effects before refactoring is through change impact analysis. By mapping dependencies and performing semantic search, you can identify all places a critical module is used and understand the potential consequences of modifying it.

Can I ask natural language questions about my codebase to understand code relationships?

Yes, you can ask natural language questions about your codebase using the codebase Q&A feature. It leverages deep code analysis and graph-based intelligence to provide answers regarding code relationships, symbol locations, and dependency structures.