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Matrix analysis and optimization for solvers v1.0.0

Use this resource to analyze a matrix and prepare it for a linear solver

New

  • 423 downloads
  • 233 likes
  • 229 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install matrix-analysis-sublinear-solver

With no option, the skill goes to ~/.agents/skills/; add --agent claude-code (or codex, cursor…) to target an agent.

First time: connect the CLI with

npx --yes palatekit@latest login

The agent examines the matrix properties, checks diagonal dominance, estimates conditioning and recommends optimizations before the computation. You get a diagnosis you can use to choose the solver.

Mostly picked by

Updated November 2, 2026

Card for the “Matrix analysis and optimization for solvers” skill

Details

Works in
Install guides
Generates with
Your agent's model
Licence
MIT

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What you get

  • SKILL.md: use cases and matrix analysis capabilities
  • SKILL.md: property analysis, diagonal dominance and condition number
  • SKILL.md: optimization scenarios for large systems and solver tool integration

Good fit for

  • A large linear system is slow or unstable to solve
  • You want to know whether a matrix suits a sublinear solver

Not for

    Tags

    • matrices
    • solver
    • linear algebra
    • optimization

    About

    You say

    “Analyze the matrix of this linear system: diagonal dominance, conditioning and a solver recommendation.”

    Card for the “Matrix analysis and optimization for solvers” skill

    Skill published by ruvnet under the MIT license, delivered in its original version.

    Show more

    How to use it

    1. Install the skill in your agent's skills folder
    2. Ask your agent to analyze a matrix and prepare it for a linear solver
    3. Review and adjust the result

    Content preview

    Files

    • LICENSE1.1 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • SKILL.md7.2 KB

    Origin and licence

    Listed unmodified

    Author
    ruvnet
    Source
    github.com/ruvnet/ruflo/tree/89b0cd02dd99ea1f63437fde6c05992ec53cc22b/.agents/skills/agent-matrix-optimizer
    Licence
    MIT

    Notice

    « agent-matrix-optimizer » (ruvnet, MIT) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.

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