julia-scientific-pro

julia-scientific-pro is a skill for Claude Code from findscripter/everything-skills. It costs 134 tokens per session (1,999 once invoked), scanned A, original, no licence file.

A guide for writing and tuning scientific and numerical software in Julia 1.10 or later. Julia is a programming language designed for technical computing and high performance.

In plain words
What is it for?
It helps design multiple-dispatch code, inspect it with Julia diagnostics, benchmark it, follow BlueStyle, and prepare packages.
Why use it?
It helps identify type-instability and performance problems while keeping numerical code suitable for packaging and release.

Skill for Claude Code

Written for Claude Code: shipped in a Claude Code plugin.

Part of the 02-engineering plugin — 125 skills shipped together

Good fit It helps design multiple-dispatch code, inspect it with Julia diagnostics, benchmark it, follow BlueStyle, and prepare packages.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/findscripter/everything-skills/julia-scientific-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.

Any agent
npx skills add findscripter/everything-skills --skill julia-scientific-pro
Clone the repo
git clone --depth 1 https://github.com/findscripter/everything-skills

Made for: Claude Code.

Or install 02-engineering, the plugin that ships this one along with the rest of its 125 skills.

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-scientific-pro

README.md
[![agentmods](https://agentmods.dev/badge/skills/findscripter/everything-skills/julia-scientific-pro/github.svg)](https://agentmods.dev/skills/findscripter/everything-skills/julia-scientific-pro)
Your own site
<a href="https://agentmods.dev/skills/findscripter/everything-skills/julia-scientific-pro"><img src="https://agentmods.dev/badge/skills/findscripter/everything-skills/julia-scientific-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-scientific-pro

Your own site · 80×15
<a href="https://agentmods.dev/skills/findscripter/everything-skills/julia-scientific-pro"><img src="https://agentmods.dev/badge/skills/findscripter/everything-skills/julia-scientific-pro.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 134 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,999 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 unknown 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 $0.00134 $0.01999
Opus 5.5 $0.00054 $0.00800
Sonnet 5.5 $0.00027 $0.00400
Haiku 4.5 $0.00013 $0.00200

Measured today against content hash 62302736078d, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

julia-scientific-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 today.

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.

02-engineering/julia-scientific-pro/SKILL.md · 108 lines

The source is not reproduced here

A licence we could not identify

The repository carries a LICENSE file, but it is custom or dual enough that GitHub cannot name it and neither can this catalogue. Unknown terms are not permission, so the body is not copied here. Read the licence at the source and decide for yourself.

Read it on GitHub

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. today First seen · 108 lines · 134 tokens per session scan A 62302736078d

Subscribe to this mod's changes

julia-scientific-pro is a skill published in the GitHub repository findscripter/everything-skills (11 stars, last pushed today), with no licence file. It adds 134 tokens to every session and 1,999 once invoked, about $0.0005 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 2026-11-12.

Related

julia-scientific-pro compared with skills from other repositories

julia-scientific-pro next to 6 skills from other repositories
ModTypeStarsLast pushLicenceScanTokensWorks with
julia-scientific-profindscripter/everything-skillsSkill11todaynoneA134Claude Code
julia-expertpersonamanagmentlayer/pclSkill4518d agoApache-2.0A64Claude Code
jupyter-notebookNousResearch/hermes-agentSkill263ktodayMITA18Claude Code, Codex
biopythonsynthetic-sciences/openscienceSkill4.4kyesterdayApache-2.0A76Claude Code, Codex
geopandas-spatialbeita6969/ScienceClawSkill1.0k3d agoMITA96Claude Code, Codex
pymatgen-materialsbeita6969/ScienceClawSkill1.0k3d agoMITA91Claude Code, Codex
rdkit-chemistrybeita6969/ScienceClawSkill1.0k3d agoMITA42Claude Code, Codex