ReddRadar
Agent skill
matrices
Problem-solving strategies for matrices in linear algebra
Install this agent skill to your Project
npx add-skill https://github.com/majiayu000/claude-skill-registry/tree/main/skills/data/matrices
SKILL.md
Matrices
When to Use
Use this skill when working on matrices problems in linear algebra.
Decision Tree
-
Identify Matrix Type
- Square, symmetric, orthogonal, diagonal?
- Check properties with
sympy_compute.py matrix_type
-
Basic Operations
- Multiplication:
sympy_compute.py matmul "A" "B" - Inverse:
sympy_compute.py inverse "A" - Transpose:
sympy_compute.py transpose "A"
- Multiplication:
-
Solve Linear Systems
- Ax = b:
sympy_compute.py linsolve "A" "b" - Check consistency with
z3_solve.py sat
- Ax = b:
-
Decompositions
- LU:
sympy_compute.py lu "A" - QR:
sympy_compute.py qr "A" - SVD:
sympy_compute.py svd "A"
- LU:
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.
Recommended Agent Skills
Expand your agent's capabilities with these related and highly-rated skills.
majiayu000/claude-skill-registry
agent-ops-spec
Manage specification documents in .agent/specs/. Use when user provides requirements, acceptance criteria, or feature descriptions that need to be tracked and validated against implementation.
majiayu000/claude-skill-registry
agent-ops-state
Maintain .agent state files. Use at session start, after meaningful steps, and before concluding: read/update constitution/memory/focus/issues/baseline consistently.
majiayu000/claude-skill-registry
agent-ops-spec
Manage specification documents in .agent/specs/. Use when user provides requirements, acceptance criteria, or feature descriptions that need to be tracked and validated against implementation.
majiayu000/claude-skill-registry
agent-ops-testing
Test strategy, execution, and coverage analysis. Use when designing tests, running test suites, or analyzing test results beyond baseline checks.
majiayu000/claude-skill-registry
agent-ops-testing
Test strategy, execution, and coverage analysis. Use when designing tests, running test suites, or analyzing test results beyond baseline checks.
majiayu000/claude-skill-registry
agent-ops-state
Maintain .agent state files. Use at session start, after meaningful steps, and before concluding: read/update constitution/memory/focus/issues/baseline consistently.
Didn't find tool you were looking for?