Tushare Data
zillionare/zillionare
面向中文自然语言的 Tushare 数据研究技能。用于把“看看这只股票最近怎么样”“帮我查财报趋势”“最近哪个板块最强”“北向资金在买什么”“给我导出一份行情数据”这类请求，转成可执行的数据获取、清洗、对比、筛选、导出与简要分析流程。适用于 A 股、指数、ETF/基金、财务、估值、资金流、公告新闻、板块概念与宏观数据等研究场景。
Help users formulate and solve portfolio optimization problems using Financial Toolbox's Portfolio object.
Install Matlab Optimize Portfolio
$ npx skills add matlab/matlab-agentic-toolkit --skill matlab-optimize-portfolio -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install matlab/matlab-agentic-toolkit matlab-optimize-portfolio --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/computational-finance/matlab-optimize-portfolio .claude/skills/matlab-optimize-portfolio && 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-optimize-portfolio" agent skill from https://github.com/matlab/matlab-agentic-toolkit/tree/main/skills-catalog/computational-finance/matlab-optimize-portfolio into .claude/skills/matlab-optimize-portfolio/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "matlab-optimize-portfolio", 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/computational-finance/matlab-optimize-portfolioType 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-optimize-portfolio -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install matlab/matlab-agentic-toolkit matlab-optimize-portfolio --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/computational-finance/matlab-optimize-portfolio .agents/skills/matlab-optimize-portfolio && 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-optimize-portfolio" agent skill from https://github.com/matlab/matlab-agentic-toolkit/tree/main/skills-catalog/computational-finance/matlab-optimize-portfolio into .agents/skills/matlab-optimize-portfolio/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "matlab-optimize-portfolio", 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-optimize-portfolio -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install matlab/matlab-agentic-toolkit matlab-optimize-portfolio --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/computational-finance/matlab-optimize-portfolio .cursor/skills/matlab-optimize-portfolio && 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-optimize-portfolio" agent skill from https://github.com/matlab/matlab-agentic-toolkit/tree/main/skills-catalog/computational-finance/matlab-optimize-portfolio into .cursor/skills/matlab-optimize-portfolio/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "matlab-optimize-portfolio", 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/computational-finance/matlab-optimize-portfolio--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-optimize-portfolio -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install matlab/matlab-agentic-toolkit matlab-optimize-portfolio --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/computational-finance/matlab-optimize-portfolio .gemini/skills/matlab-optimize-portfolio && 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-optimize-portfolio" agent skill from https://github.com/matlab/matlab-agentic-toolkit/tree/main/skills-catalog/computational-finance/matlab-optimize-portfolio into .gemini/skills/matlab-optimize-portfolio/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "matlab-optimize-portfolio", 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-optimize-portfolioInstalls 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-optimize-portfolio -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/computational-finance/matlab-optimize-portfolio .github/skills/matlab-optimize-portfolio && 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-optimize-portfolio" agent skill from https://github.com/matlab/matlab-agentic-toolkit/tree/main/skills-catalog/computational-finance/matlab-optimize-portfolio into .github/skills/matlab-optimize-portfolio/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "matlab-optimize-portfolio", 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-optimize-portfolio -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-optimize-portfolio --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/computational-finance/matlab-optimize-portfolio .opencode/skills/matlab-optimize-portfolio && 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-optimize-portfolio" agent skill from https://github.com/matlab/matlab-agentic-toolkit/tree/main/skills-catalog/computational-finance/matlab-optimize-portfolio into .opencode/skills/matlab-optimize-portfolio/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "matlab-optimize-portfolio", 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-optimize-portfolio- GitHub stars
- 1.1k
- Token cost
- ~1.8k tokens
- SKILL.md length
- 635 words
- Files
- 6 (incl. references)
- Skills in repo
- 142
- Repo updated
- First seen
- Licence
- Custom licence
At a glance
Help users formulate and solve portfolio optimization problems using Financial Toolbox's Portfolio object.
- Works in 6 steps: Identify the Formulation → Determine What Data the User Has → Create the Portfolio Object → …
- Users ask about portfolio optimization
- SKILL.md covers When to Use, When NOT to Use, Key Principle and Step 1: Identify the Formulation, plus 8 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Matlab Optimize Portfolio is an agent skill from matlab/matlab-agentic-toolkit. Help users formulate and solve portfolio optimization problems using Financial Toolbox's Portfolio object. Covers mean-variance (Markowitz), maximum Sharpe ratio (tangency), and efficient frontier workflows. Use when users ask about portfolio optimization, Markowitz, efficient frontier, Sharpe ratio, or attempt to use generic solvers (quadprog, fmincon, ga, problem-based optimize) for portfolio problems.
Its SKILL.md is about 1.8k tokens, which your agent loads only when the skill is triggered. The skill folder holds 6 other files, including reference files (for example `manifest.yaml`, `references/examples.md` and `references/formulation-max-sharpe.md`).
It sits in Business, Finance & HR, covering Trading and backtesting. 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
- Users ask about portfolio optimization
- Efficient frontier
- Attempt to use generic solvers (quadprog
- Problem-based optimize) for portfolio problems
Example prompts
- “/matlab-optimize-portfolio”
Workflow steps
6 steps, taken from the step headings in SKILL.md.
- Identify the Formulation
- Determine What Data the User Has
- Create the Portfolio Object
- Set Constraints
- Solve
- Analyze and Visualize
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 Optimize Portfolio loads about 1.8k tokens when it runs, and up to ~7.5k if it reads all its reference files. Until then it costs about 108 tokens; SKILL.md has 635 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 635 words (~1,759 tokens).
“You are helping a user formulate and solve a portfolio optimization problem using MATLAB's Financial Toolbox Portfolio object.”
- name
- matlab-optimize-portfolio
- license
- https://www.mathworks.com/content/dam/mathworks/license/pmrl/license.md
- metadata.author
- MathWorks
- metadata.version
- 1.0
Files
SKILL.md and 5 other files (references) in skills-catalog/computational-finance/matlab-optimize-portfolio of matlab/matlab-agentic-toolkit.
- SKILL.md
- manifest.yaml
- references/examples.md
- references/formulation-max-sharpe.md
- references/formulation-mean-variance.md
- references/reference-core.md
Open the folder on GitHubat commit 59dfd92
Compare with similar skills
Matlab Optimize Portfolio 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 Optimize Portfolio this skillmatlab/matlab-agentic-toolkit | 1.1k | — | ~1.8k | Automated safety check: Pass | Custom licence | |
| Tushare Datazillionare/zillionare | 319 | 2 repos | ~2.3k | Automated safety check: Pass | None | |
| Tradingview MCPatilaahmettaner/tradingview-mcp | 5k | — | ~1.3k | Automated safety check: Pass | MIT | |
| Digital Oraclekomako-workshop/digital-oracle | 870 | — | ~5.9k | Automated safety check: Pass | MIT | |
| Fintoolsecond-state/fintool | 316 | 1 repos | ~5.9k | Automated safety check: Pass | None | |
| Polyclawchainstacklabs/polyclaw | 360 | 1 repos | ~2k | Automated safety check: Pass | Apache-2.0 |
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Related
Categories
Questions about Matlab Optimize Portfolio
What does Matlab Optimize Portfolio do?
Help users formulate and solve portfolio optimization problems using Financial Toolbox's Portfolio object. Matlab Optimize Portfolio is an agent skill from matlab/matlab-agentic-toolkit. Help users formulate and solve portfolio optimization problems using Financial Toolbox's Portfolio object.
When should I use Matlab Optimize Portfolio?
Matlab Optimize Portfolio fits situations like: users ask about portfolio optimization; efficient frontier; attempt to use generic solvers (quadprog; problem-based optimize) for portfolio problems.
How do I install Matlab Optimize Portfolio in Claude Code?
Run `npx skills add matlab/matlab-agentic-toolkit --skill matlab-optimize-portfolio -a claude-code`. Or copy the skill folder (skills-catalog/computational-finance/matlab-optimize-portfolio in matlab/matlab-agentic-toolkit) into .claude/skills/matlab-optimize-portfolio in your project. Claude Code loads it when a task matches its description.
How do I install Matlab Optimize Portfolio in Codex?
Run `npx skills add matlab/matlab-agentic-toolkit --skill matlab-optimize-portfolio -a codex`. Or copy the skill folder (skills-catalog/computational-finance/matlab-optimize-portfolio in matlab/matlab-agentic-toolkit) into .agents/skills/matlab-optimize-portfolio in your project. Codex loads it when a task matches its description.
Can I use Matlab Optimize Portfolio 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-optimize-portfolio -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-optimize-portfolio, .gemini/skills/matlab-optimize-portfolio, .github/skills/matlab-optimize-portfolio and .opencode/skills/matlab-optimize-portfolio in your project.
What does Matlab Optimize Portfolio need to run?
SKILL.md names no scripts, command-line tools or credentials: Matlab Optimize Portfolio is instructions for the agent only.
Does Matlab Optimize Portfolio 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 Optimize Portfolio 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 Optimize Portfolio use?
Matlab Optimize Portfolio 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 Optimize Portfolio use?
About 1.8k tokens (SKILL.md is roughly 7k 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 5.8k tokens, read only when the agent opens those files.
What are the alternatives to Matlab Optimize Portfolio?
Skills that share tags, products or a category with Matlab Optimize Portfolio: Tushare Data (zillionare/zillionare, 319 stars), Tradingview MCP (atilaahmettaner/tradingview-mcp, 5k stars), Digital Oracle (komako-workshop/digital-oracle, 870 stars) and Fintool (second-state/fintool, 316 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Matlab Optimize Portfolio?
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.