codebase-analyzer

Trace data flow and document components with file:line references.

4|1|Updated Apr 30, 2026
One-click install
npx skills add https://github.com/gtheys/pi-my-rifle-ext --skill codebase-analyzer-gtheys
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: codebase-analyzer
Source: https://github.com/gtheys/pi-my-rifle-ext/tree/main/skills/codebase-analyzer
Command: npx skills add https://github.com/gtheys/pi-my-rifle-ext --skill codebase-analyzer-gtheys

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Document and explain the codebase's implementation today with precise file:line references, tracing data flow and interactions between components.

Core Features & Use Cases

  • Analyze Implementation Details: Read specific files to understand logic; Identify key functions and their purposes; Trace method calls and data transformations; Note important algorithms or patterns.
  • Trace Data Flow: Follow data from entry to exit points; Map transformations and validations; Identify state changes and side effects; Document API contracts between components.
  • Use Case (Real-World): A developer traces a feature from entry to data store to UI update to understand end-to-end behavior.

Quick Start

Describe the codebase as it exists today with file:line references, from entry points through data flow.

Frequently Asked Questions about codebase-analyzer

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

FAQPage Schema
How do I trace data flow across components in a codebase?

Tracing data flow across components requires mapping transformations from entry to exit points and identifying state changes. This Skill reads specific files to follow data end-to-end and documents API contracts between interacting components.

How can I document an existing codebase with precise file references?

Documenting a codebase with precise file references involves reading implementation details and noting key functions. This Skill generates documentation that provides exact file:line references for all components, mapping their current behavior and interactions.

What's the best way to analyze implementation details and method calls?

Analyzing implementation details involves reading specific files to understand logic, identifying key function purposes, and tracing method calls. This Skill reads source files to map data transformations and note important algorithms or patterns used.

Can I use this to analyze codebases without explicit entry points?

Analyzing codebases without explicit entry points is not ideal for this Skill. It is specifically applied to codebases with explicit entry points and inter-component data flows to enable precise comprehension of how components interact and trace data.

Why do I need to trace data flow from entry to UI update?

Tracing data flow from entry to UI update is needed to understand end-to-end behavior across a feature's lifecycle. This Skill allows a developer to trace a feature from entry point through data store to UI update, mapping validations and side effects.

Does the codebase-analyzer Skill work without external dependencies?

The codebase-analyzer Skill operates entirely without external dependencies. It directly reads source files to diagnose and document the current codebase surface area, tracing references and interactions between components with no setup required.