matlab

MATLAB and GNU Octave numerical computing for matrix operations, data analysis, visualization, and scientific computing. Use when writing MATLAB/Octave scripts for linear algebra, signal processing, image processing, differential equations, optimization, statistics, or creating scientific visualizations. Also use when the user needs help with MATLAB syntax, functions, or wants to convert between MATLAB and Python code. Scripts can be executed with MATLAB or the open-source GNU Octave interpreter.

1.01x

Quality

78%

Does it follow best practices?

Impact

87%

1.01x

Average score across 3 eval scenarios

Securityby

Passed

No known issues

Optimize this skill with Tessl

npx tessl skill review --optimize ./scientific-skills/matlab/SKILL.md

Evaluation results

97%

13%

Signal Statistics Analyzer

MATLAB/Octave cross-compatibility

Criteria

Without context

With context

Percent comments only

100%

No compound operators

100%

Single-quoted strings

100%

end terminators only

100%

Ellipsis line continuation

100%

Intermediate indexing variables

100%

MAT-file v7 format

100%

Script runs in Octave

90%

85%

90%

14%

CI Pipeline MATLAB Script Runner

Script execution automation and portability

Criteria

Without context

With context

MATLAB uses -batch

100%

Octave uses --no-gui

100%

Octave uses --quiet

100%

exit(0) on success

100%

exit(1) on error

100%

try/catch error wrapper

100%

MATLAB-first fallback

100%

Neither found error

100%

74%

-26%

Sensor Data Analysis for Manufacturing QA

Data analysis performance patterns

Criteria

Without context

With context

readtable for mixed data

100%

readmatrix for numeric data

100%

Backslash linear solver

100%

No element-wise loops for math

100%

Array preallocated

100%

Logical indexing

100%

Results saved to file

100%

No inv() for solving

100%

Repository: K-Dense-AI/claude-scientific-skills
Commit: b58ad7e

Evaluated: 27 days ago
Agent: Claude Code
Model: Claude Sonnet 4.6

Table of Contents

Signal Statistics Analyzer CI Pipeline MATLAB Script Runner Sensor Data Analysis for Manufacturing QA

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