ride

Analyze codebases to extract API routes, data models, and dependencies into Loa artifacts.

2|2|Updated Feb 6, 2026
One-click install
npx skills add https://github.com/0xHoneyJar/loa-finn --skill ride
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: ride
Source: https://github.com/0xHoneyJar/loa-finn/tree/main/.claude/skills/riding-codebase
Command: npx skills add https://github.com/0xHoneyJar/loa-finn --skill ride

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

The Ride skill analyzes an existing codebase to generate evidence-grounded Loa artifacts, turning code reality into the grimoire.

Core Features & Use Cases

  • Evidence-grounded code reality extraction: identify API routes, data models, environment dependencies, and potential dead code.
  • Drift analysis against docs and context: compare actual code with legacy docs and stakeholder notes to surface gaps.
  • Artifact generation: produce PRD/SDD-style artifacts and a reality summary stored under grimoires/loa.
  • Automation-ready outputs: outputs suitable for ingestion into the Loa workflow and future automation.

Quick Start

Run the ride skill against your repository to extract code reality into grimoires/loa/reality and generate ground-truth documentation.

Frequently Asked Questions about ride

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

FAQPage Schema
How do I extract API routes and data models from an existing codebase?▼

Code reality extraction analyzes your repository to identify API routes and data models by reading and grepping source files. It produces evidence-grounded artifacts that map these structural elements into a grimoire repository.

What is code drift analysis and how does it compare actual code with documentation?▼

Drift analysis compares actual codebase structures against legacy documentation and stakeholder context to surface discrepancies. It highlights gaps where implemented code reality diverges from documented expectations.

How do I generate ground-truth documentation for my software project?▼

Generate ground-truth documentation by extracting code reality into PRD and SDD-style artifacts stored under grimoires/loa. These outputs are grounded in code evidence, ensuring documentation reflects actual implementation.

Can I detect environment dependencies and potential dead code in my repository?▼

Yes, codebase analysis identifies environment dependencies and potential dead code by examining your source files. It extracts these items as risk elements into a reality summary stored within the grimoire artifacts.

Do I need Loa tooling to analyze my codebase and produce reality artifacts?▼

Yes, Loa tooling is required to read and grep code for producing reality artifacts. The extraction process depends on this tooling to generate outputs stored under grimoires/loa repositories.