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/matrices

Problem-solving strategies for matrices in linear algebra

From plugin
vibecosystem
547200 skills138 agents7 hooks

Claude Code

$ npx -y skills add vibeeval/vibecosystem --skill matrices --agent claude-code

SKILL.md

matrices.SKILL.md
name: matrices
description: "Problem-solving strategies for matrices in linear algebra"
allowed-tools: [Bash, Read]

Matrices

When to Use

Use this skill when working on matrices problems in linear algebra.

Decision Tree

1. **Identify Matrix Type**

  • Square, symmetric, orthogonal, diagonal?
  • Check properties with `sympy_compute.py matrix_type`

2. **Basic Operations**

  • Multiplication: `sympy_compute.py matmul "A" "B"`
  • Inverse: `sympy_compute.py inverse "A"`
  • Transpose: `sympy_compute.py transpose "A"`

3. **Solve Linear Systems**

  • Ax = b: `sympy_compute.py linsolve "A" "b"`
  • Check consistency with `z3_solve.py sat`

4. **Decompositions**

  • LU: `sympy_compute.py lu "A"`
  • QR: `sympy_compute.py qr "A"`
  • SVD: `sympy_compute.py svd "A"`

Tool Commands

Sympy_Inverse

uv run python -m runtime.harness scripts/sympy_compute.py inverse "[[1,2],[3,4]]"

Sympy_Det

uv run python -m runtime.harness scripts/sympy_compute.py det "[[a,b],[c,d]]"

Sympy_Linsolve

uv run python -m runtime.harness scripts/sympy_compute.py linsolve "[[1,2],[3,4]]" "[5,6]"

Cognitive Tools Reference

See `.claude/skills/math-mode/SKILL.md` for full tool documentation.

@vibeeval
Ships withvibecosystem

A focused runtime for Claude Code. A bounded worker for Codex. Catalog (in repo): Default core: vibecosystem packages agents, skills and hooks for software work.

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Questions about matrices.

Which coding agents can use matrices?
matrices installs in Claude Code, Codex, Cursor, Gemini CLI, GitHub Copilot, OpenCode and Windsurf with the skills CLI, using each agent's flag shown on this page. Flowy's auto-invocation, which fires a skill when your prompt matches, runs in Claude Code only.