Implement GitOps workflows with ArgoCD and Flux for automated, declarative Kubernetes...
linear-solver
0
0
# Install this skill:
npx skills add yonesuke/skills --skill "linear-solver"
Install specific skill from multi-skill repository
# Description
Solves linear systems (Ax=b) using NumPy, JAX, PyTorch, and Lineax. Covers dense, sparse, and specialized (tridiagonal) solvers.
# SKILL.md
name: linear-solver
description: Solves linear systems (Ax=b) using NumPy, JAX, PyTorch, and Lineax. Covers dense, sparse, and specialized (tridiagonal) solvers.
Linear Solver Skill
Solves $Ax=b$. Choose the backend based on your hardware and scale.
Contents
- Examples
- Code snippets for NumPy, JAX, PyTorch, and Lineax.
- Reference
- Detailed breakdown of methods (LU, Cholesky, CG, GMRES).
Quick Decision Tree
- CPU Only? -> Use
NumPy(scripts/numpy_dense.py). - GPU/TPU? -> Use
JAXorPyTorch. - Advanced/Stable JAX? -> Use
Lineax(scripts/lineax_solvers.py). - Tridiagonal? -> Use specialized solvers (
scripts/tridiagonal.py).
# Related Skills
This skill should be used when the user asks to "optimize context", "reduce token costs",...
Posts content to WeChat Official Account (ๅพฎไฟกๅ ฌไผๅท) via Chrome CDP automation. Supports article...
Generates Xiaohongshu (Little Red Book) infographic series with 9 visual styles and 6 layouts....
# Supported AI Coding Agents
This skill is compatible with the SKILL.md standard and works with all major AI coding agents:
Amp
Antigravity
Claude Code
Clawdbot
Codex
Cursor
Droid
Gemini CLI
GitHub Copilot
Goose
Kilo Code
Kiro CLI
OpenCode
Roo Code
Trae
Windsurf
Learn more about the SKILL.md standard and how to use these skills with your preferred AI coding agent.