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Kodex

Compiler-precise Scala code intelligence, built in Rust. Best for: codebase Q&A, knowledge base generation, onboarding to unfamiliar code, production spec sync.

Install / Use

/learn @nguyenyou/Kodex

README

<p align="center"> <img width="555" height="362" alt="kodex-mascot" src="site/banner-transparent.png" /> </p>

kodex

Knowledge + Code + Index = Kodex. Compiler-precise Scala code intelligence for coding agents.

Best for: codebase Q&A, knowledge base generation, onboarding to unfamiliar code, production spec sync.

Our mascot is a raven, inspired by Odin's ravens Huginn and Muninn — who flew across the world each day and returned to whisper everything they had seen. kodex does the same for codebases.

Why I Built This

I work across many domains and products at work — codebases I don't have deep knowledge about. The usual workflow: figure out how to set something up, realize I don't know how, go find the engineer who owns that domain and ask them. That's friction.

I built kodex so that Claude Code can answer those questions instead. How do I create X? How does Y work? What are the requirements for Z to be properly set up? It traces through the compiled codebase and gives me a precise answer.

This tool is built for reading code, not writing code.

Quick Start

1. 🪶 Summon it — install the plugin (one-time):

/plugin marketplace add nguyenyou/kodex
/plugin install kodex@kodex-marketplace

2. 🚀 Let it fly — ask away:

use kodex to explore how authentication works in this codebase

The coding agent knows how to compile SemanticDB for Mill, sbt, and scala-cli projects — just ask and it will handle the build for you.

Recommended Workflows

Knowledge base generator (automated)

A server runs daily/weekly to clone the production codebase, compile SemanticDB, and let an AI agent use kodex to generate product specs. Specs stay in sync with the actual code — generated from code, not the other way around.

Read-only explorer (what I use)

Keep two clones of the production codebase:

  • Read-only clone — compiled with SemanticDB, used with kodex for understanding
  • Working clone — where you write code

Your kodex index stays stable and doesn't get invalidated by in-progress changes.

scalex vs kodex

scalex:  .scala ──▶ Parser ──▶ AST ──▶ Index & Query
kodex:   .scala ──▶ Compiler ──▶ SemanticDB ──▶ Index & Query
                    (expensive)   (precise)

| | scalex | kodex | |---|---|---| | Setup cost | None — instant on any Scala codebase | Requires a full compile | | Accuracy | Best-effort (unresolved implicits, overloads) | Compiler-precise — every symbol resolved | | Speed to first query | Seconds | Minutes (compile time) | | Best for | Quick exploration, reading unfamiliar code | Deep understanding, production codebases |

I use both. scalex is my default for open source projects and libraries — no setup, instant answers. Opus 4.6 is good enough at reasoning that AST + source code alone is more than enough to explain how a project works. kodex is for production codebases where I already compile the code for work, so the cost is paid and I want compiler-precise accuracy.

Credits

  • Scala & Scalameta — for building SemanticDB, the compiler output format that makes this tool possible.
  • Metals — for showing how to compile SemanticDB across sbt and scala-cli projects.
  • Built with Claude Code (Opus 4.6).

License

MIT

View on GitHub
GitHub Stars4
CategoryProduct
Updated1d ago
Forks0

Languages

Rust

Security Score

90/100

Audited on Mar 31, 2026

No findings