Convert File
duckdb/duckdb-skills
Convert any data file to another format: CSV, Parquet, JSON, Excel, GeoJSON, and more.
Guide users or agents to the correct MATLAB tool for processing large tabular data in file-based formats (CSV, Parquet, delimited text, spreadsheets, MDF) that may not fit in memory.
Install Matlab Choose Big Data Solution
$ npx skills add matlab/matlab-agentic-toolkit --skill matlab-choose-big-data-solution -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install matlab/matlab-agentic-toolkit matlab-choose-big-data-solution --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/matlab-data-import-and-analysis/matlab-choose-big-data-solution .claude/skills/matlab-choose-big-data-solution && 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-choose-big-data-solution" agent skill from https://github.com/matlab/matlab-agentic-toolkit/tree/main/skills-catalog/matlab-data-import-and-analysis/matlab-choose-big-data-solution into .claude/skills/matlab-choose-big-data-solution/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "matlab-choose-big-data-solution", 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/matlab-data-import-and-analysis/matlab-choose-big-data-solutionType 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-choose-big-data-solution -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install matlab/matlab-agentic-toolkit matlab-choose-big-data-solution --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/matlab-data-import-and-analysis/matlab-choose-big-data-solution .agents/skills/matlab-choose-big-data-solution && 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-choose-big-data-solution" agent skill from https://github.com/matlab/matlab-agentic-toolkit/tree/main/skills-catalog/matlab-data-import-and-analysis/matlab-choose-big-data-solution into .agents/skills/matlab-choose-big-data-solution/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "matlab-choose-big-data-solution", 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-choose-big-data-solution -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install matlab/matlab-agentic-toolkit matlab-choose-big-data-solution --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/matlab-data-import-and-analysis/matlab-choose-big-data-solution .cursor/skills/matlab-choose-big-data-solution && 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-choose-big-data-solution" agent skill from https://github.com/matlab/matlab-agentic-toolkit/tree/main/skills-catalog/matlab-data-import-and-analysis/matlab-choose-big-data-solution into .cursor/skills/matlab-choose-big-data-solution/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "matlab-choose-big-data-solution", 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/matlab-data-import-and-analysis/matlab-choose-big-data-solution--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-choose-big-data-solution -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install matlab/matlab-agentic-toolkit matlab-choose-big-data-solution --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/matlab-data-import-and-analysis/matlab-choose-big-data-solution .gemini/skills/matlab-choose-big-data-solution && 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-choose-big-data-solution" agent skill from https://github.com/matlab/matlab-agentic-toolkit/tree/main/skills-catalog/matlab-data-import-and-analysis/matlab-choose-big-data-solution into .gemini/skills/matlab-choose-big-data-solution/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "matlab-choose-big-data-solution", 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-choose-big-data-solutionInstalls 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-choose-big-data-solution -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/matlab-data-import-and-analysis/matlab-choose-big-data-solution .github/skills/matlab-choose-big-data-solution && 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-choose-big-data-solution" agent skill from https://github.com/matlab/matlab-agentic-toolkit/tree/main/skills-catalog/matlab-data-import-and-analysis/matlab-choose-big-data-solution into .github/skills/matlab-choose-big-data-solution/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "matlab-choose-big-data-solution", 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-choose-big-data-solution -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-choose-big-data-solution --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/matlab-data-import-and-analysis/matlab-choose-big-data-solution .opencode/skills/matlab-choose-big-data-solution && 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-choose-big-data-solution" agent skill from https://github.com/matlab/matlab-agentic-toolkit/tree/main/skills-catalog/matlab-data-import-and-analysis/matlab-choose-big-data-solution into .opencode/skills/matlab-choose-big-data-solution/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "matlab-choose-big-data-solution", 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-choose-big-data-solution- GitHub stars
- 1.1k
- Token cost
- ~4.6k tokens
- SKILL.md length
- 1,806 words
- Files
- 7 (incl. references)
- Skills in repo
- 142
- Repo updated
- First seen
- Licence
- Custom licence
At a glance
Guide users or agents to the correct MATLAB tool for processing large tabular data in file-based formats (CSV, Parquet, delimited text, spreadsheets, MDF) that may not fit in memory.
- Agent mentions large files
- SKILL.md covers When to Use, When NOT to Use, Pre-Flight Check and Decision Flowchart, plus 9 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
- Out-of-memory errors
What it does
Matlab Choose Big Data Solution is an agent skill from matlab/matlab-agentic-toolkit. Guide users or agents to the correct MATLAB tool for processing large tabular data in file-based formats (CSV, Parquet, delimited text, spreadsheets, MDF) that may not fit in memory. Use when a user or agent mentions large files, big data, out-of-memory errors, OOM, scaling up, tall arrays, datastores, or needs to process multiple tabular files. Covers the decision between datastore + tall, datastore + transform, and parallel execution. Also use when a user or agent has working in-memory code (readtable…
Its SKILL.md is about 4.6k tokens, which your agent loads only when the skill is triggered. The skill folder holds 8 other files, including reference files (for example `manifest.yaml`, `references/custom-datastore/implementation.md` and `references/custom-datastore/mixin-decision-tree.md`).
It sits in Documents & Office, covering CSV and tabular files, DataFrames and Excel spreadsheets. 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
- Agent mentions large files
- Out-of-memory errors
- Needs to process multiple tabular files
- Agent has working in-memory code (readtable
Example prompts
- “/matlab-choose-big-data-solution”
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
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.
Context cost
Matlab Choose Big Data Solution loads about 4.6k tokens when it runs, and up to ~14k if it reads all its reference files. Until then it costs about 235 tokens; SKILL.md has 1,806 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 1,806 words (~4,579 tokens).
“Help users and agents select the right MATLAB tool for large tabular data in file-based formats (CSV, Parquet, delimited text, spreadsheets, MDF). The skill encodes a decision flowchart — recommend one clear path, not a menu of options.”
- name
- matlab-choose-big-data-solution
- license
- https://www.mathworks.com/content/dam/mathworks/license/pmrl/license.md
- metadata.author
- MathWorks
- metadata.version
- 2.0
Files
SKILL.md and 6 other files (references) in skills-catalog/matlab-data-import-and-analysis/matlab-choose-big-data-solution of matlab/matlab-agentic-toolkit.
- SKILL.md
- manifest.yaml
- references/custom-datastore/implementation.md
- references/custom-datastore/mixin-decision-tree.md
- references/custom-datastore/testing-guidelines.md
- references/parquetread-to-datastore-migration.md
- references/readtable-to-datastore-migration.md
Open the folder on GitHubat commit 59dfd92
Compare with similar skills
Matlab Choose Big Data Solution 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 Choose Big Data Solution this skillmatlab/matlab-agentic-toolkit | 1.1k | — | ~4.6k | Automated safety check: Pass | Custom licence | |
| Convert Fileduckdb/duckdb-skills | 600 | 1 repos | ~720 | Automated safety check: Notes | MIT | |
| Excel ParserHarryoung/efka | 104 | — | ~2.3k | Automated safety check: Pass | Apache-2.0 | |
| Sn Da Image CaptionMichaelYang-lyx/AIDABench | 111 | 1 repos | ~2k | Automated safety check: Pass | None | |
| Generate CodebookAperivue/medsci-skills | 329 | — | ~1.1k | Automated safety check: Pass | MIT | |
| Tabular Cleanupgaasher/Agent-Loop-Skills | 174 | — | ~4k | Automated safety check: Pass | MIT |
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Related
Categories
Questions about Matlab Choose Big Data Solution
What does Matlab Choose Big Data Solution do?
Guide users or agents to the correct MATLAB tool for processing large tabular data in file-based formats (CSV, Parquet, delimited text, spreadsheets, MDF) that may not fit in memory. Matlab Choose Big Data Solution is an agent skill from matlab/matlab-agentic-toolkit. Guide users or agents to the correct MATLAB tool for processing large tabular data in file-based formats (CSV, Parquet, delimited text, spreadsheets, MDF) that may not fit in memory.
When should I use Matlab Choose Big Data Solution?
Matlab Choose Big Data Solution fits situations like: agent mentions large files; out-of-memory errors; needs to process multiple tabular files; agent has working in-memory code (readtable.
How do I install Matlab Choose Big Data Solution in Claude Code?
Run `npx skills add matlab/matlab-agentic-toolkit --skill matlab-choose-big-data-solution -a claude-code`. Or copy the skill folder (skills-catalog/matlab-data-import-and-analysis/matlab-choose-big-data-solution in matlab/matlab-agentic-toolkit) into .claude/skills/matlab-choose-big-data-solution in your project. Claude Code loads it when a task matches its description.
How do I install Matlab Choose Big Data Solution in Codex?
Run `npx skills add matlab/matlab-agentic-toolkit --skill matlab-choose-big-data-solution -a codex`. Or copy the skill folder (skills-catalog/matlab-data-import-and-analysis/matlab-choose-big-data-solution in matlab/matlab-agentic-toolkit) into .agents/skills/matlab-choose-big-data-solution in your project. Codex loads it when a task matches its description.
Can I use Matlab Choose Big Data Solution 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-choose-big-data-solution -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-choose-big-data-solution, .gemini/skills/matlab-choose-big-data-solution, .github/skills/matlab-choose-big-data-solution and .opencode/skills/matlab-choose-big-data-solution in your project.
What does Matlab Choose Big Data Solution need to run?
SKILL.md names no scripts, command-line tools or credentials: Matlab Choose Big Data Solution is instructions for the agent only.
Does Matlab Choose Big Data Solution 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 Choose Big Data Solution 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 Choose Big Data Solution use?
Matlab Choose Big Data Solution 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 Choose Big Data Solution use?
About 4.6k tokens (SKILL.md is roughly 18k 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 9.5k tokens, read only when the agent opens those files.
What are the alternatives to Matlab Choose Big Data Solution?
Skills that share tags, products or a category with Matlab Choose Big Data Solution: Convert File (duckdb/duckdb-skills, 600 stars), Excel Parser (Harryoung/efka, 104 stars), Sn Da Image Caption (MichaelYang-lyx/AIDABench, 111 stars) and Generate Codebook (Aperivue/medsci-skills, 329 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Matlab Choose Big Data Solution?
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.