Matlab
K-Dense-AI/scientific-agent-skills
Builds, reviews, migrates, and plans MATLAB or GNU Octave numerical workflows.
Design and implement adaptive filters using DSP System Toolbox System objects.
Custom licenceAuto-check passed
Install Matlab Design Adaptive Filter
$ npx skills add matlab/matlab-agentic-toolkit --skill matlab-design-adaptive-filter -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install matlab/matlab-agentic-toolkit matlab-design-adaptive-filter --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/matlab/matlab-agentic-toolkit.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills-catalog/signal-processing/matlab-design-adaptive-filter .claude/skills/matlab-design-adaptive-filter && rm -rf skills-srcUse ~/.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/
Install the "matlab-design-adaptive-filter" agent skill from https://github.com/matlab/matlab-agentic-toolkit/tree/main/skills-catalog/signal-processing/matlab-design-adaptive-filter into .claude/skills/matlab-design-adaptive-filter/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "matlab-design-adaptive-filter", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/matlab/matlab-agentic-toolkit/tree/main/skills-catalog/signal-processing/matlab-design-adaptive-filterType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add matlab/matlab-agentic-toolkit --skill matlab-design-adaptive-filter -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install matlab/matlab-agentic-toolkit matlab-design-adaptive-filter --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/matlab/matlab-agentic-toolkit.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills-catalog/signal-processing/matlab-design-adaptive-filter .agents/skills/matlab-design-adaptive-filter && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "matlab-design-adaptive-filter" agent skill from https://github.com/matlab/matlab-agentic-toolkit/tree/main/skills-catalog/signal-processing/matlab-design-adaptive-filter into .agents/skills/matlab-design-adaptive-filter/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "matlab-design-adaptive-filter", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add matlab/matlab-agentic-toolkit --skill matlab-design-adaptive-filter -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install matlab/matlab-agentic-toolkit matlab-design-adaptive-filter --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/matlab/matlab-agentic-toolkit.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills-catalog/signal-processing/matlab-design-adaptive-filter .cursor/skills/matlab-design-adaptive-filter && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "matlab-design-adaptive-filter" agent skill from https://github.com/matlab/matlab-agentic-toolkit/tree/main/skills-catalog/signal-processing/matlab-design-adaptive-filter into .cursor/skills/matlab-design-adaptive-filter/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "matlab-design-adaptive-filter", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/matlab/matlab-agentic-toolkit.git --path skills-catalog/signal-processing/matlab-design-adaptive-filter--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add matlab/matlab-agentic-toolkit --skill matlab-design-adaptive-filter -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install matlab/matlab-agentic-toolkit matlab-design-adaptive-filter --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/matlab/matlab-agentic-toolkit.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills-catalog/signal-processing/matlab-design-adaptive-filter .gemini/skills/matlab-design-adaptive-filter && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "matlab-design-adaptive-filter" agent skill from https://github.com/matlab/matlab-agentic-toolkit/tree/main/skills-catalog/signal-processing/matlab-design-adaptive-filter into .gemini/skills/matlab-design-adaptive-filter/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "matlab-design-adaptive-filter", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install matlab/matlab-agentic-toolkit matlab-design-adaptive-filterInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add matlab/matlab-agentic-toolkit --skill matlab-design-adaptive-filter -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/matlab/matlab-agentic-toolkit.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills-catalog/signal-processing/matlab-design-adaptive-filter .github/skills/matlab-design-adaptive-filter && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "matlab-design-adaptive-filter" agent skill from https://github.com/matlab/matlab-agentic-toolkit/tree/main/skills-catalog/signal-processing/matlab-design-adaptive-filter into .github/skills/matlab-design-adaptive-filter/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "matlab-design-adaptive-filter", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add matlab/matlab-agentic-toolkit --skill matlab-design-adaptive-filter -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install matlab/matlab-agentic-toolkit matlab-design-adaptive-filter --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/matlab/matlab-agentic-toolkit.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills-catalog/signal-processing/matlab-design-adaptive-filter .opencode/skills/matlab-design-adaptive-filter && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "matlab-design-adaptive-filter" agent skill from https://github.com/matlab/matlab-agentic-toolkit/tree/main/skills-catalog/signal-processing/matlab-design-adaptive-filter into .opencode/skills/matlab-design-adaptive-filter/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "matlab-design-adaptive-filter", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
matlab-design-adaptive-filter- GitHub stars
- 1.1k
- Token cost
- ~2.9k tokens
- SKILL.md length
- 900 words
- Files
- 10 (incl. references)
- Skills in repo
- 151
- Repo updated
- First seen
- Licence
- Custom licence
At a glance
Design and implement adaptive filters using DSP System Toolbox System objects.
- Works in 5 steps: Analyze the Problem → Select Object and Method → Configure → …
- Working with adaptive filtering
- SKILL.md covers When to Use, When NOT to Use, Workflow and Key Functions, plus 4 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Matlab Design Adaptive Filter is an agent skill from matlab/matlab-agentic-toolkit. Design and implement adaptive filters using DSP System Toolbox System objects. Use when working with adaptive filtering, system identification, noise cancellation, echo cancellation, active noise control (ANC), channel equalization, inverse system identification, or adaptive prediction. Covers dsp.LMSFilter, dsp.RLSFilter, dsp.FilteredXLMSFilter, dsp.FrequencyDomainAdaptiveFilter, dsp.AffineProjectionFilter, dsp.BlockLMSFilter, dsp.AdaptiveLatticeFilter, dsp.FastTransversalFilter, maxstep(), and algorithm…
Its SKILL.md is about 2.9k tokens, which your agent loads only when the skill is triggered. The skill folder holds 10 other files, including reference files (for example `manifest.yaml`, `references/fdaf-filter.md` and `references/fxlms-filter.md`). Compatibility notes: =R2024b
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 adaptive filtering
- System identification
- Noise cancellation
- Echo cancellation
Example prompts
- “/matlab-design-adaptive-filter”
Requirements
- Compatibility (from SKILL.md): >=R2024b
Workflow steps
5 steps, taken from the step headings in SKILL.md.
- Analyze the Problem
- Select Object and Method
- Configure
- Run in Streaming Loop
- Verify Convergence and Extract Weights
What it can do on your machine
Read from SKILL.md and the folder at commit 69e71df. 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
No scripts in the folder and no shell commands in SKILL.md (its code samples are matlab).
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.
Compatibility
>=R2024b
From compatibility in the SKILL.md frontmatter.
Context cost
Matlab Design Adaptive Filter loads about 2.9k tokens when it runs, and up to ~11k if it reads all its reference files. Until then it costs about 160 tokens; SKILL.md has 900 words of instructions outside code blocks.
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); files beside SKILL.md 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 900 words (~2,861 tokens).
“Implementation guideline — Use DSP System Toolbox System objects to implement adaptive filters. Do not implement manual weight-update loops.”
- name
- matlab-design-adaptive-filter
- compatibility
- >=R2024b
- license
- https://www.mathworks.com/content/dam/mathworks/license/pmrl/license.md
- metadata.author
- MathWorks
- metadata.version
- 1.0
Files
SKILL.md and 9 other files (references) in skills-catalog/signal-processing/matlab-design-adaptive-filter of matlab/matlab-agentic-toolkit.
- SKILL.md
- manifest.yaml
- references/fdaf-filter.md
- references/fxlms-filter.md
- references/lms-filter.md
- references/maxstep-reference.md
- references/object-selection.md
- references/other-filters.md
- references/rls-filter.md
- references/weight-extraction.md
Open the folder on GitHubat commit 69e71df
Compare with similar skills
Matlab Design Adaptive Filter 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.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Matlab Design Adaptive Filter this skillmatlab/matlab-agentic-toolkit | 1.1k | — | ~2.9k | Automated safety check: Pass | Custom licence | |
| MatlabK-Dense-AI/scientific-agent-skills | 48k | 1 repos | ~4.1k | Automated safety check: Notes | MIT | |
| Implementsickn33/agentic-awesome-skills | 47k | 5 repos | ~306 | Automated safety check: Pass | MIT | |
| Implementcodewhale-hq/Codewhale | 41k | — | ~190 | Automated safety check: Pass | MIT | |
| Implementdynamodb-toolbox/dynamodb-toolbox | 2k | — | ~1.8k | Automated safety check: Pass | MIT | |
| Slo Implementationwshobson/agents | 40k | 11 repos | ~1.7k | Automated safety check: Pass | MIT |
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Questions about Matlab Design Adaptive Filter
What does Matlab Design Adaptive Filter do?
Design and implement adaptive filters using DSP System Toolbox System objects. Matlab Design Adaptive Filter is an agent skill from matlab/matlab-agentic-toolkit. Design and implement adaptive filters using DSP System Toolbox System objects.
When should I use Matlab Design Adaptive Filter?
Matlab Design Adaptive Filter fits situations like: working with adaptive filtering; system identification; noise cancellation; echo cancellation.
How do I install Matlab Design Adaptive Filter in Claude Code?
Run `npx skills add matlab/matlab-agentic-toolkit --skill matlab-design-adaptive-filter -a claude-code`. Or copy the skill folder (skills-catalog/signal-processing/matlab-design-adaptive-filter in matlab/matlab-agentic-toolkit) into .claude/skills/matlab-design-adaptive-filter in your project. Claude Code loads it when a task matches its description.
How do I install Matlab Design Adaptive Filter in Codex?
Run `npx skills add matlab/matlab-agentic-toolkit --skill matlab-design-adaptive-filter -a codex`. Or copy the skill folder (skills-catalog/signal-processing/matlab-design-adaptive-filter in matlab/matlab-agentic-toolkit) into .agents/skills/matlab-design-adaptive-filter in your project. Codex loads it when a task matches its description.
Can I use Matlab Design Adaptive Filter 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-design-adaptive-filter -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-design-adaptive-filter, .gemini/skills/matlab-design-adaptive-filter, .github/skills/matlab-design-adaptive-filter and .opencode/skills/matlab-design-adaptive-filter in your project.
What does Matlab Design Adaptive Filter need to run?
SKILL.md names no scripts, command-line tools or credentials: Matlab Design Adaptive Filter is instructions for the agent only. Compatibility (from SKILL.md): >=R2024b.
Does Matlab Design Adaptive Filter 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 Design Adaptive Filter 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. Review the folder before installing.
What licence does Matlab Design Adaptive Filter use?
Matlab Design Adaptive Filter 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 Design Adaptive Filter use?
About 2.9k tokens (SKILL.md is roughly 11k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 7.8k tokens, read only when the agent opens those files.
What are the alternatives to Matlab Design Adaptive Filter?
Skills that share tags, products or a category with Matlab Design Adaptive Filter: Matlab (K-Dense-AI/scientific-agent-skills, 48k stars), Implement (sickn33/agentic-awesome-skills, 47k stars), Implement (codewhale-hq/Codewhale, 41k stars) and Implement (dynamodb-toolbox/dynamodb-toolbox, 2k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Matlab Design Adaptive Filter?
matlab (a GitHub organization) maintains it in matlab/matlab-agentic-toolkit, which has 1,147 GitHub stars. The repository holds 151 skills in this directory. The repository was last updated on October 8, 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.