Agent skill

Matlab Extract Battery Features

by matlab in matlab/matlab-agentic-toolkit

Extract battery features for degradation analysis and health monitoring in MATLAB.

Custom licenceAuto-check passedTesting & QA

Install Matlab Extract Battery Features

skills CLI
$ npx skills add matlab/matlab-agentic-toolkit --skill matlab-extract-battery-features -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install matlab/matlab-agentic-toolkit matlab-extract-battery-features --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/matlab/matlab-agentic-toolkit.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills-catalog/control-systems/matlab-extract-battery-features .claude/skills/matlab-extract-battery-features && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
matlab-extract-battery-features
GitHub stars
1.1k
Token cost
~5.9k tokens
SKILL.md length
2,407 words
Files
3 (incl. scripts)
Skills in repo
142
Repo updated
First seen
Licence
Custom licence

At a glance

Extract battery features for degradation analysis and health monitoring in MATLAB.

  • Works in 5 steps: Two or more time-column candidates of… → Raw unnamed numeric matrix — column… → checkCyclingProtocol finds neither phase… → …
  • Working with battery cycling data
  • SKILL.md covers When to Use, When NOT to Use, API Overview and Interaction Model: Stop or…, plus 6 more sections
  • Any battery test data analysis in MATLAB

What it does

Matlab Extract Battery Features is an agent skill from matlab/matlab-agentic-toolkit. Extract battery features for degradation analysis and health monitoring in MATLAB. Covers cycling test features, differential curves (IC/DV/DT), and measurement statistics. Use when working with battery cycling data, SOH estimation, RUL prediction, or any battery test data analysis in MATLAB. Triggers on battery functions such as batteryTestDataParser, batteryTestFeatureExtractor, batteryMeasurementFeatures, batteryDifferentialCurves.

Its SKILL.md is about 5.9k tokens, which your agent loads only when the skill is triggered. The skill folder holds 3 other files, including scripts (for example `manifest.yaml`).

It sits in Testing & QA, covering Test data and fixtures and Statistics. The repository describes itself as: The MATLAB Agentic Toolkit brings proven MATLAB capabilities to AI agents, making engineering and scientific workflows agent-ready.

When your agent uses it

  • Working with battery cycling data
  • Any battery test data analysis in MATLAB
  • Battery functions such as batteryTestDataParser
  • BatteryTestFeatureExtractor

Example prompts

  • “/matlab-extract-battery-features”

Workflow steps

5 steps, taken from the first numbered list in SKILL.md.

  1. Two or more time-column candidates of the same type (e.g. two numeric elapsed-time columns) —
  2. Raw unnamed numeric matrix — column roles must be inferred, not read from names.
  3. checkCyclingProtocol finds neither phase consistent — no phase can be recommended.
  4. Anomalous cycles detected — never silently exclude them (see CyclingPhase Selection, step 5).
  5. A required variable cannot be mapped — a needed column is missing or its role is unclear.

What it can do on your machine

Read from SKILL.md and the folder at commit 59dfd92. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    Ships 1 file in scripts/, which the agent can run.

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Matlab Extract Battery Features loads about 5.9k tokens when it runs. Until then it costs about 118 tokens; SKILL.md has 2,407 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~118
When it runs · the whole SKILL.md, loaded when a task matches
~5.9k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); the scripts in this folder are not scanned.

SKILL.md

Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 2,407 words (~5,943 tokens).

“This skill covers the 5 released PMT battery feature extraction functions. These functions work natively with MATLAB tables and vectors, handle segmentation and peak detection internally, and are performance-optimized. Prefer these PMT functions over manual feature computation (e.g., hand-coded cumtrapz…”

— opening of SKILL.md by matlab, Custom licence
name
matlab-extract-battery-features
license
https://www.mathworks.com/content/dam/mathworks/license/pmrl/license.md
metadata.author
MathWorks
metadata.version
1.0

Read the full SKILL.md on GitHub

Files

SKILL.md and 2 other files (scripts) in skills-catalog/control-systems/matlab-extract-battery-features of matlab/matlab-agentic-toolkit.

  • SKILL.md
  • manifest.yaml
  • scripts/checkCyclingProtocol.m

Open the folder on GitHubat commit 59dfd92

Compare with similar skills

Matlab Extract Battery Features next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Matlab Extract Battery Features compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Matlab Extract Battery Features this skillmatlab/matlab-agentic-toolkit1.1k—~5.9kAutomated safety check: PassCustom licence
Fs Fixtureprivatenumber/fs-fixture100—~1.2kAutomated safety check: PassMIT
Dev Tenant APInightscout/nocturne139—~1.4kAutomated safety check: PassNone
Rsibench Data Factoryevolvent-ai/RSIBench-Data169—~640Automated safety check: NotesNone
Eval Designagentscope-ai/OpenJudge868—~2.8kAutomated safety check: WarnApache-2.0
Data GenerationRed-Hat-AI-Innovation-Team/sdg_hub164—~381Automated safety check: PassApache-2.0

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Questions about Matlab Extract Battery Features

What does Matlab Extract Battery Features do?

Extract battery features for degradation analysis and health monitoring in MATLAB. Matlab Extract Battery Features is an agent skill from matlab/matlab-agentic-toolkit. Extract battery features for degradation analysis and health monitoring in MATLAB.

When should I use Matlab Extract Battery Features?

Matlab Extract Battery Features fits situations like: working with battery cycling data; any battery test data analysis in MATLAB; battery functions such as batteryTestDataParser; batteryTestFeatureExtractor.

How do I install Matlab Extract Battery Features in Claude Code?

Run `npx skills add matlab/matlab-agentic-toolkit --skill matlab-extract-battery-features -a claude-code`. Or copy the skill folder (skills-catalog/control-systems/matlab-extract-battery-features in matlab/matlab-agentic-toolkit) into .claude/skills/matlab-extract-battery-features in your project. Claude Code loads it when a task matches its description.

How do I install Matlab Extract Battery Features in Codex?

Run `npx skills add matlab/matlab-agentic-toolkit --skill matlab-extract-battery-features -a codex`. Or copy the skill folder (skills-catalog/control-systems/matlab-extract-battery-features in matlab/matlab-agentic-toolkit) into .agents/skills/matlab-extract-battery-features in your project. Codex loads it when a task matches its description.

Can I use Matlab Extract Battery Features in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add matlab/matlab-agentic-toolkit --skill matlab-extract-battery-features -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/matlab-extract-battery-features, .gemini/skills/matlab-extract-battery-features, .github/skills/matlab-extract-battery-features and .opencode/skills/matlab-extract-battery-features in your project.

What does Matlab Extract Battery Features need to run?

SKILL.md names no scripts, command-line tools or credentials: Matlab Extract Battery Features is instructions for the agent only.

Does Matlab Extract Battery Features access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Matlab Extract Battery Features safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.

What licence does Matlab Extract Battery Features use?

Matlab Extract Battery Features has a licence file (the repository's licence) that doesn't match a standard licence. Read it on GitHub before reusing the skill.

How many tokens does Matlab Extract Battery Features use?

About 5.9k tokens (SKILL.md is roughly 24k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Matlab Extract Battery Features?

Skills that share tags, products or a category with Matlab Extract Battery Features: Fs Fixture (privatenumber/fs-fixture, 100 stars), Dev Tenant API (nightscout/nocturne, 139 stars), Rsibench Data Factory (evolvent-ai/RSIBench-Data, 169 stars) and Eval Design (agentscope-ai/OpenJudge, 868 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Matlab Extract Battery Features?

matlab (a GitHub organization) maintains it in matlab/matlab-agentic-toolkit, which has 1,140 GitHub stars. The repository holds 142 skills in this directory. The repository was last updated on October 7, 2026.

Source: matlab/matlab-agentic-toolkit on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.