julia-scientific
Julia package equivalents for 137 K-Dense-AI scientific skills. Maps Python bioinformatics, chemistry, ML, quantum, and data science packages to native Julia ecosystem.
npx skills add majiayu000/claude-skill-registry --skill julia-scientific-plurigrid-asi-2 --agent claude-code
Same command for any agent — swap --agent for codex, cursor, copilot.
Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.
# Julia Scientific Package Mapping Skill > *"Two languages diverged in a scientific wood, and Julia—Julia took the one with multiple dispatch."* ## bmorphism Contributions > *"We are building cognitive infrastructure for the next trillion minds"* > — [Plurigrid: the story thus far](https://gist.github.com/bmorphism/a400e174b9f93db299558a6986be0310) > *"complexity of information / the burden of integrating it in real time makes technology an indispensable part of our cognitive infrastructure"* > — [@bmorphism](https://github.com/bmorphism) **Key References from Plurigrid**: - [Towards Foundations of Categorical Cybernetics](https://arxiv.org/abs/2105.06332) - [Organizing Physics with Open Energy-Driven Systems](https://arxiv.org/abs/2404.16140) - [Compositional game theory](https://arxiv.org/abs/1603.04641) ## Overview This skill provides comprehensive mappings from **137 K-Dense-AI Python scientific skills** to their **Julia package equivalents**. Coverage is ~85% native Julia, with the remainder accessible via PyCall.jl interop. ## Quick Reference | Category | Skills | Coverage | Key Packages | |----------|--------|----------|--------------| | Bioinformatics | 25 | 92% | BioJulia
- bmorphism Contributions
- Overview
- Quick Reference
- GF(3) Conservation
- Core Mappings
- Bioinformatics (BioJulia)
- Chemistry (JuliaMolSim + Chemellia)
- Quantum (QuantumBFS)
- ML/AI (FluxML + MLJ)
- Data Science (JuliaData + JuliaStats)
- Visualization (Makie + Plots)
- Document Processing (Papers/OCR)
- Mathpix Integration
- Key Julia Organizations
Search Julia equivalents julia -e 'using Pkg; Pkg.status()' | grep -i biojulia Install BioJulia stack julia -e 'using Pkg; Pkg.add(["BioSequences", "FASTX", "XAM", "BioStructures"])' Install ML stack julia -e 'using Pkg; Pkg.add(["Flux", "MLJ", "GraphNeuralNetworks"])' Install quantum stack julia -e 'using Pkg; Pkg.add(["Yao", "QuantumToolbox"])'
What does the julia-scientific skill do?
Julia package equivalents for 137 K-Dense-AI scientific skills. Maps Python bioinformatics, chemistry, ML, quantum, and data science packages to native Julia ecosystem.
How do I install it?
Run `npx skills add majiayu000/claude-skill-registry --skill julia-scientific-plurigrid-asi-2 --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.
Where does this skill come from?
From majiayu000/claude-skill-registry, a repository with 534 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.
Is a popular skill a good skill?
Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.