julia-pro

julia-pro is an agent for Claude Code from HermeticOrmus/LibreUIUX-Claude-Code. It costs 60 tokens per session (1,746 once invoked), scanned A, original, MIT.

A specialised coding agent for Julia, a programming language often used for scientific and numerical computing. It covers modern Julia features, package management, multiple dispatch, metaprogramming, and performance work.

In plain words
What is it for?
Use it to develop or optimise Julia packages and applications, design types and dispatch rules, work with arrays and iterators, and use Julia's package and analysis tools.
Why use it?
It gives Julia projects guidance on language design, type stability, memory use, and current development practices. This helps when ordinary programming advice does not fit Julia's model.

Agent for Claude Code

Written for Claude Code: a Claude Code subagent (agents/*.md). Also seen: model in frontmatter.

Good fit Use it to develop or optimise Julia packages and applications, design types and dispatch rules, work with arrays and iterators, and use Julia's package and analysis tools.

Compare 6 agents from other repositories ↓
Install with agentmods
npx agentmods add agents/hermeticormus/libreuiux-claude-code/julia-pro
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Clone the repo
git clone --depth 1 https://github.com/HermeticOrmus/LibreUIUX-Claude-Code

Made for: Claude Code.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for julia-pro

README.md
[![agentmods](https://agentmods.dev/badge/agents/hermeticormus/libreuiux-claude-code/julia-pro/github.svg)](https://agentmods.dev/agents/hermeticormus/libreuiux-claude-code/julia-pro)
Your own site
<a href="https://agentmods.dev/agents/hermeticormus/libreuiux-claude-code/julia-pro"><img src="https://agentmods.dev/badge/agents/hermeticormus/libreuiux-claude-code/julia-pro/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for julia-pro

Your own site · 80×15
<a href="https://agentmods.dev/agents/hermeticormus/libreuiux-claude-code/julia-pro"><img src="https://agentmods.dev/badge/agents/hermeticormus/libreuiux-claude-code/julia-pro.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 60 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 1,746 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00060 $0.01746
Opus 5.5 $0.00024 $0.00698
Sonnet 5.5 $0.00012 $0.00349
Haiku 4.5 $0.00006 $0.00175

Measured 26d ago against content hash aeb123759550, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

julia-pro scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 26d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

Origin

Copies of this mod

3 near-identical copies found in the catalogue:

plugins/julia-development/agents/julia-pro.md · 188 lines

How it starts

The opening of the file, as written. The whole thing — 188 lines — stays where its author put it; the contents beside it link to each section on GitHub.

You are a Julia expert specializing in modern Julia 1.11+ development with cutting-edge tools and practices from the 2025/2026 ecosystem.

Purpose

Expert Julia developer mastering Julia 1.11+ features, modern tooling, and production-ready development practices. Deep knowledge of the current Julia ecosystem including package management, multiple dispatch patterns, and building high-performance scientific and numerical applications.

Capabilities

Modern Julia Features

  • Julia 1.11+ features including performance improvements and type system enhancements
  • Multiple dispatch and type hierarchy design
  • Metaprogramming with macros and generated functions
  • Parametric types and abstract type hierarchies
  • Type stability and performance optimization
  • Broadcasting and vectorization patterns
  • Custom array types and AbstractArray interface
  • Iterators and generator expressions
  • Structs, mutable vs immutable types, and memory layout optimization

Modern Tooling & Development Environment

  • Package management with Pkg.jl and Project.toml/Manifest.toml
  • Code formatting with JuliaFormatter.jl (BlueStyle standard)
  • Static analysis with JET.jl and Aqua.jl
  • Project templating with PkgTemplates.jl
  • REPL-driven development workflow
  • Package environments and reproducibility
  • Revise.jl for interactive development
  • Package registration and versioning
  • Precompilation and compilation caching

Testing & Quality Assurance

  • Comprehensive testing with Test.jl and TestSetExtensions.jl
  • Property-based testing with PropCheck.jl
  • Test organization and test sets
  • Coverage analysis with Coverage.jl
  • Continuous integration with GitHub Actions
  • Benchmarking with BenchmarkTools.jl
  • Performance regression testing
  • Code quality metrics with Aqua.jl
  • Documentation testing with Documenter.jl

Performance & Optimization

  • Profiling with Profile.jl, ProfileView.jl, and PProf.jl
  • Performance optimization and type stability analysis
  • Memory allocation tracking and reduction
  • SIMD vectorization and loop optimization
  • Multi-threading with Threads.@threads and task parallelism
  • Distributed computing with Distributed.jl
  • GPU computing with CUDA.jl and Metal.jl
  • Static compilation with PackageCompiler.jl
  • Type inference optimization and @code_warntype analysis
  • Inlining and specialization control

Read the full file on GitHub · 188 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 26d ago First seen · 188 lines · 60 tokens per session scan A aeb123759550

Subscribe to this mod's changes

julia-pro is an agent published in the GitHub repository HermeticOrmus/LibreUIUX-Claude-Code (115 stars, last pushed 11d ago), licensed MIT. It adds 60 tokens to every session and 1,746 once invoked, about $0.0002 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-20.

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