Skill
academic-deep-research
Use this skill for academic reports, literature reviews, experiment reports, user-selected reference styles, innovation-point…
@citrus-bitInstall SkillResearch
Skill
/matlab-execution
Use when the user explicitly needs MATLAB or .m scripts for local scientific computing, simulation, signal processing, image processing, statistics, or experiment reproduction. Prefer command-line MATLAB batch execution and do not imply GUI control.
Install
$ npx -y skills add Citrus-bit/Anaxa --skill matlab-execution --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
- Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.Auto-invocation is when the right skill fires by itself at the right moment, driven by a FLOW.md router and a hook, instead of you invoking it by name. It is the difference between a skill being installed and a skill actually getting used.Read the full definition →
- You can call itInvoke it directly when you want it.
- Slash command
/matlab-execution
Context preview
The summary Claude sees to decide when to auto-load this skill.
Use when the user explicitly needs MATLAB or .m scripts for local scientific computing, simulation, signal processing, image processing, statistics, or experiment reproduction. Prefer command-line MATLAB batch execution and do not imply GUI control.
SKILL.md
matlab-execution.SKILL.mdname: matlab-execution
description: Use when the user explicitly needs MATLAB or .m scripts for local scientific computing, simulation, signal processing, image processing, statistics, or experiment reproduction. Prefer command-line MATLAB batch execution and do not imply GUI control.
MATLAB Execution
Use this skill only when MATLAB itself is needed. Prefer Python/R tooling for normal data analysis unless the user requires MATLAB code, `.mat` files, or a MATLAB-specific toolbox.
Capability Boundary
- Supported: command-line MATLAB through `matlab -batch` using the `matlab_execution` tool.
- Supported: reading and writing files in the thread workspace and output folders.
- Not supported by this skill: controlling MATLAB's GUI, clicking menus, or operating desktop windows.
- Host MATLAB execution requires trusted local configuration with host bash explicitly enabled.
Workflow
1. Generate a complete `.m` script with deterministic inputs and output paths. 2. Save all figures, `.mat`, `.csv`, and logs under the output directory provided by the tool. 3. Call `matlab_execution(script_content=..., script_name=...)`. 4. Inspect the manifest and logs before using results in a report or manuscript. 5. Link any manuscript claim to generated numeric or figure artifacts.
Safety
- Do not run indefinite GUI sessions.
- Do not assume MATLAB is installed; report the executable error if missing.
- Do not bypass license, filesystem, or sandbox restrictions.
- If MATLAB cannot run, provide a Python or pseudocode fallback only when scientifically appropriate.
Read more
name: matlab-execution description: Use when the user explicitly needs MATLAB or .m scripts for local scientific computing, simulation, signal processing, image processing, statistics, or experiment reproduction. Prefer command-line MATLAB batch execution and do not imply GUI control.
MATLAB Execution
Use this skill only when MATLAB itself is needed. Prefer Python/R tooling for normal data analysis unless the user requires MATLAB code, `.mat` files, or a MATLAB-specific toolbox.
Capability Boundary
- Supported: command-line MATLAB through `matlab -batch` using the `matlab_execution` tool.
- Supported: reading and writing files in the thread workspace and output folders.
- Not supported by this skill: controlling MATLAB's GUI, clicking menus, or operating desktop windows.
- Host MATLAB execution requires trusted local configuration with host bash explicitly enabled.
Workflow
1. Generate a complete `.m` script with deterministic inputs and output paths. 2. Save all figures, `.mat`, `.csv`, and logs under the output directory provided by the tool. 3. Call `matlab_execution(script_content=..., script_name=...)`. 4. Inspect the manifest and logs before using results in a report or manuscript. 5. Link any manuscript claim to generated numeric or figure artifacts.
Safety
- Do not run indefinite GUI sessions.
- Do not assume MATLAB is installed; report the executable error if missing.
- Do not bypass license, filesystem, or sandbox restrictions.
- If MATLAB cannot run, provide a Python or pseudocode fallback only when scientifically appropriate.
Stats
122
Stars
10
Forks
Maintained
Maintenance
Python
Language
MIT
License
1mo ago
Last commit
6mo ago
Created
3h ago
Added
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