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。
Validate a proposed weight vector against the ConstraintSet — drawdown ceilings nu1/nu2/nu3, ESG hard gate, robust uncertainty, and a walk-forward backtest — and BLOCK on any breach.
Install Risk Limits Check
$ npx skills add SilvioBaratto/optimizer --skill risk-limits-check -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install SilvioBaratto/optimizer risk-limits-check --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/SilvioBaratto/optimizer.git skills-src && mkdir -p .claude/skills && cp -r skills-src/fund/src/fund/skills/risk-limits-check .claude/skills/risk-limits-check && 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 "risk-limits-check" agent skill from https://github.com/SilvioBaratto/optimizer/tree/development/fund/src/fund/skills/risk-limits-check into .claude/skills/risk-limits-check/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "risk-limits-check", 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/SilvioBaratto/optimizer/tree/development/fund/src/fund/skills/risk-limits-checkType 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 SilvioBaratto/optimizer --skill risk-limits-check -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install SilvioBaratto/optimizer risk-limits-check --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/SilvioBaratto/optimizer.git skills-src && mkdir -p .agents/skills && cp -r skills-src/fund/src/fund/skills/risk-limits-check .agents/skills/risk-limits-check && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "risk-limits-check" agent skill from https://github.com/SilvioBaratto/optimizer/tree/development/fund/src/fund/skills/risk-limits-check into .agents/skills/risk-limits-check/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "risk-limits-check", 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 SilvioBaratto/optimizer --skill risk-limits-check -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install SilvioBaratto/optimizer risk-limits-check --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/SilvioBaratto/optimizer.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/fund/src/fund/skills/risk-limits-check .cursor/skills/risk-limits-check && 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 "risk-limits-check" agent skill from https://github.com/SilvioBaratto/optimizer/tree/development/fund/src/fund/skills/risk-limits-check into .cursor/skills/risk-limits-check/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "risk-limits-check", 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/SilvioBaratto/optimizer.git --path fund/src/fund/skills/risk-limits-check--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 SilvioBaratto/optimizer --skill risk-limits-check -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install SilvioBaratto/optimizer risk-limits-check --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/SilvioBaratto/optimizer.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/fund/src/fund/skills/risk-limits-check .gemini/skills/risk-limits-check && 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 "risk-limits-check" agent skill from https://github.com/SilvioBaratto/optimizer/tree/development/fund/src/fund/skills/risk-limits-check into .gemini/skills/risk-limits-check/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "risk-limits-check", 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 SilvioBaratto/optimizer risk-limits-checkInstalls 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 SilvioBaratto/optimizer --skill risk-limits-check -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/SilvioBaratto/optimizer.git skills-src && mkdir -p .github/skills && cp -r skills-src/fund/src/fund/skills/risk-limits-check .github/skills/risk-limits-check && 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 "risk-limits-check" agent skill from https://github.com/SilvioBaratto/optimizer/tree/development/fund/src/fund/skills/risk-limits-check into .github/skills/risk-limits-check/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "risk-limits-check", 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 SilvioBaratto/optimizer --skill risk-limits-check -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install SilvioBaratto/optimizer risk-limits-check --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/SilvioBaratto/optimizer.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/fund/src/fund/skills/risk-limits-check .opencode/skills/risk-limits-check && 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 "risk-limits-check" agent skill from https://github.com/SilvioBaratto/optimizer/tree/development/fund/src/fund/skills/risk-limits-check into .opencode/skills/risk-limits-check/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "risk-limits-check", 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
risk-limits-check- GitHub stars
- 176
- Token cost
- ~468 tokens
- SKILL.md length
- 208 words
- Files
- 2
- Skills in repo
- 10
- Repo updated
- First seen
- Licence
- Custom licence
At a glance
Validate a proposed weight vector against the ConstraintSet — drawdown ceilings nu1/nu2/nu3, ESG hard gate, robust uncertainty, and a walk-forward backtest — and BLOCK on any breach.
- Works in 5 steps: Call risk_check(weights, constraints) →… → Call backtest(weights, window)… → Confirm the ESG hard gate: any excluded… → …
- The risk officer must approve
- SKILL.md covers When to use, Load-bearing rule, Procedure and Boundaries, plus 1 more section
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Risk Limits Check is an agent skill from SilvioBaratto/optimizer. Validate a proposed weight vector against the ConstraintSet — drawdown ceilings nu1/nu2/nu3, ESG hard gate, robust uncertainty, and a walk-forward backtest — and BLOCK on any breach. Use when the risk officer must approve or reject the allocator's portfolio. Does NOT propose or edit weights; it only passes or blocks.
Its SKILL.md is about 470 tokens, which your agent loads only when the skill is triggered. The skill folder holds 1 other file (for example `reference.md`).
It sits in Business, Finance & HR, covering Trading and backtesting. The repository describes itself as: Quantitative portfolio construction and optimization platform built on skfolio and scikit-learn.
When your agent uses it
- The risk officer must approve
- Reject the allocators portfolio
Example prompts
- “/risk-limits-check”
Workflow steps
5 steps, taken from the first numbered list in SKILL.md.
- Call risk_check(weights, constraints) → passed + violations (drawdown ceilings
- Call backtest(weights, window) walk-forward (shuffle=False) and check drawdown
- Confirm the ESG hard gate: any excluded GICS name present → immediate BLOCK.
- For prudent profiles, confirm the robust uncertainty set was applied.
- Emit pass, or block with the specific violations for the allocator to fix.
What it can do on your machine
Read from SKILL.md and the folder at commit 63e897b. 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.
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
Risk Limits Check loads about 468 tokens when it runs. Until then it costs about 84 tokens; SKILL.md has 208 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 208 words (~468 tokens).
“The risk officer's step: an independent, BLOCKING validation. It never authors a portfolio; it checks the allocator's output against the profile and returns pass/block.”
- name
- risk-limits-check
Files
SKILL.md and 1 other file in fund/src/fund/skills/risk-limits-check of SilvioBaratto/optimizer.
- SKILL.md
- reference.md
Open the folder on GitHubat commit 63e897b
Compare with similar skills
Risk Limits Check 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 |
|---|---|---|---|---|---|---|
| Risk Limits Check this skillSilvioBaratto/optimizer | 176 | — | ~468 | Automated safety check: Pass | Custom licence | |
| Tushare Datazillionare/zillionare | 321 | 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 | 875 | — | ~5.9k | Automated safety check: Pass | MIT | |
| Polyclawchainstacklabs/polyclaw | 359 | 1 repos | ~2k | Automated safety check: Pass | Apache-2.0 | |
| Markdownfacioquo/stock-indicators-dotnet | 1.2k | — | ~812 | Automated safety check: Pass | Apache-2.0 |
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Related
Categories
Questions about Risk Limits Check
What does Risk Limits Check do?
Validate a proposed weight vector against the ConstraintSet — drawdown ceilings nu1/nu2/nu3, ESG hard gate, robust uncertainty, and a walk-forward backtest — and BLOCK on any breach. Risk Limits Check is an agent skill from SilvioBaratto/optimizer. Validate a proposed weight vector against the ConstraintSet — drawdown ceilings nu1/nu2/nu3, ESG hard gate, robust uncertainty, and a walk-forward backtest — and BLOCK on any breach.
When should I use Risk Limits Check?
Risk Limits Check fits situations like: the risk officer must approve; reject the allocators portfolio.
How do I install Risk Limits Check in Claude Code?
Run `npx skills add SilvioBaratto/optimizer --skill risk-limits-check -a claude-code`. Or copy the skill folder (fund/src/fund/skills/risk-limits-check in SilvioBaratto/optimizer) into .claude/skills/risk-limits-check in your project. Claude Code loads it when a task matches its description.
How do I install Risk Limits Check in Codex?
Run `npx skills add SilvioBaratto/optimizer --skill risk-limits-check -a codex`. Or copy the skill folder (fund/src/fund/skills/risk-limits-check in SilvioBaratto/optimizer) into .agents/skills/risk-limits-check in your project. Codex loads it when a task matches its description.
Can I use Risk Limits Check 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 SilvioBaratto/optimizer --skill risk-limits-check -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/risk-limits-check, .gemini/skills/risk-limits-check, .github/skills/risk-limits-check and .opencode/skills/risk-limits-check in your project.
What does Risk Limits Check need to run?
SKILL.md names no scripts, command-line tools or credentials: Risk Limits Check is instructions for the agent only.
Does Risk Limits Check 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 Risk Limits Check 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 Risk Limits Check use?
Risk Limits Check 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 Risk Limits Check use?
About 468 tokens (SKILL.md is roughly 1.9k 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 Risk Limits Check?
Skills that share tags, products or a category with Risk Limits Check: Tushare Data (zillionare/zillionare, 321 stars), Tradingview MCP (atilaahmettaner/tradingview-mcp, 5k stars), Digital Oracle (komako-workshop/digital-oracle, 875 stars) and Polyclaw (chainstacklabs/polyclaw, 359 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Risk Limits Check?
SilvioBaratto (a GitHub user) maintains it in SilvioBaratto/optimizer, which has 176 GitHub stars. The repository holds 10 skills in this directory. The repository was last updated on October 7, 2026.
Source: SilvioBaratto/optimizer on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.