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。
Router skill for LLMQuant options workflows. An agent skill from LLMQuant/skills.
Install Llmquant Options
$ npx skills add LLMQuant/skills --skill llmquant-options -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install LLMQuant/skills llmquant-options --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/LLMQuant/skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/llmquant-options .claude/skills/llmquant-options && 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 "llmquant-options" agent skill from https://github.com/LLMQuant/skills/tree/master/skills/llmquant-options into .claude/skills/llmquant-options/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "llmquant-options", 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/LLMQuant/skills/tree/master/skills/llmquant-optionsType 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 LLMQuant/skills --skill llmquant-options -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install LLMQuant/skills llmquant-options --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/LLMQuant/skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/llmquant-options .agents/skills/llmquant-options && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "llmquant-options" agent skill from https://github.com/LLMQuant/skills/tree/master/skills/llmquant-options into .agents/skills/llmquant-options/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "llmquant-options", 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 LLMQuant/skills --skill llmquant-options -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install LLMQuant/skills llmquant-options --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/LLMQuant/skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/llmquant-options .cursor/skills/llmquant-options && 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 "llmquant-options" agent skill from https://github.com/LLMQuant/skills/tree/master/skills/llmquant-options into .cursor/skills/llmquant-options/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "llmquant-options", 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/LLMQuant/skills.git --path skills/llmquant-options--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 LLMQuant/skills --skill llmquant-options -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install LLMQuant/skills llmquant-options --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/LLMQuant/skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/llmquant-options .gemini/skills/llmquant-options && 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 "llmquant-options" agent skill from https://github.com/LLMQuant/skills/tree/master/skills/llmquant-options into .gemini/skills/llmquant-options/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "llmquant-options", 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 LLMQuant/skills llmquant-optionsInstalls 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 LLMQuant/skills --skill llmquant-options -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/LLMQuant/skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/llmquant-options .github/skills/llmquant-options && 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 "llmquant-options" agent skill from https://github.com/LLMQuant/skills/tree/master/skills/llmquant-options into .github/skills/llmquant-options/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "llmquant-options", 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 LLMQuant/skills --skill llmquant-options -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install LLMQuant/skills llmquant-options --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/LLMQuant/skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/llmquant-options .opencode/skills/llmquant-options && 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 "llmquant-options" agent skill from https://github.com/LLMQuant/skills/tree/master/skills/llmquant-options into .opencode/skills/llmquant-options/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "llmquant-options", 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
llmquant-options- GitHub stars
- 229
- Token cost
- ~727 tokens
- SKILL.md length
- 264 words
- Files
- 13 (incl. scripts, assets)
- Skills in repo
- 18
- Repo updated
- First seen
- Licence
- MIT
At a glance
Router skill for LLMQuant options workflows. An agent skill from LLMQuant/skills.
- Works in 5 steps: Identify ticker, expiration, strikes,… → Select the closest workflow below. → Open only the selected workflow and… → …
- The user needs IV rank
- SKILL.md covers Routing Rules, Workflow Index and LLMQuant Data Contract
- Strategy construction
What it does
Llmquant Options is an agent skill from LLMQuant/skills. Router skill for LLMQuant options workflows. Use when the user needs IV rank, option scoring, strategy construction, Greeks, P&L simulation, volatility surface, unusual activity, earnings IV crush, backtests, or hedges.
Its SKILL.md is about 730 tokens, which your agent loads only when the skill is triggered. The skill folder holds 15 other files, including scripts and assets (for example `workflows/bull-put-spread-backtest.md`, `workflows/earnings-iv-crush.md` and `workflows/greeks-dashboard.md`).
It sits in Business, Finance & HR, covering Trading and backtesting. The repository describes itself as: Reusable Skills for LLMQuant Agent, Claude Code, Claude.ai, Cursor, Hermes Agent, OpenClaw and Codex, grounded in LLMQuant Data. The licence is MIT.
When your agent uses it
- The user needs IV rank
- Strategy construction
- Volatility surface
- Unusual activity
Example prompts
- “/llmquant-options”
Workflow steps
5 steps, taken from the first numbered list in SKILL.md.
- Identify ticker, expiration, strikes, direction, horizon, risk budget, and strategy constraints.
- Select the closest workflow below.
- Open only the selected workflow and relevant scripts/assets.
- Use LLMQuant Data for prices, option chains, IV history, Greeks, option flow, earnings, and event inputs.
- Report timestamps, contract metadata, data windows, assumptions, stale notices, and missing inputs.
What it can do on your machine
Read from SKILL.md and the folder at commit 1918237. 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
Llmquant Options loads about 727 tokens when it runs. Until then it costs about 59 tokens; SKILL.md has 264 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); the scripts in this folder are not scanned.
SKILL.md
The full file from LLMQuant/skills at commit 1918237, republished under its MIT licence (© LLMQuant). 264 words, ~727 tokens.
Download SKILL.mdSave it as
.claude/skills/llmquant-options/SKILL.md (or your agent's skills folder). This skill also uses 12 other files; get the full folder from GitHub.- name
- llmquant-options
- description
- Router skill for LLMQuant options workflows. Use when the user needs IV rank, option scoring, strategy construction, Greeks, P&L simulation, volatility surface, unusual activity, earnings IV crush, backtests, or hedges.
- input_data_source
- LLMQuant Data
- category
- options
LLMQuant Options
This category routes option, volatility, hedge, and options-backtest workflows.
Routing Rules
- Identify ticker, expiration, strikes, direction, horizon, risk budget, and strategy constraints.
- Select the closest workflow below.
- Open only the selected workflow and relevant scripts/assets.
- Use LLMQuant Data for prices, option chains, IV history, Greeks, option flow, earnings, and event inputs.
- Report timestamps, contract metadata, data windows, assumptions, stale notices, and missing inputs.
Workflow Index
| User intent | Workflow |
|---|---|
| Evaluate whether implied volatility is cheap or expensive versus history. | workflows/iv-rank.md |
| Score and rank option contracts. | workflows/options-score.md |
| Build a multi-leg option strategy from a market view. | workflows/options-strategy.md |
| Calculate and interpret option Greeks. | workflows/greeks-dashboard.md |
| Simulate option P&L, breakevens, and stress scenarios. | workflows/pnl-simulator.md |
| Analyze IV across strikes and expirations. | workflows/volatility-surface.md |
| Analyze single-expiry skew and smile shape. | workflows/volatility-smile.md |
| Detect and interpret unusual options activity. | workflows/unusual-activity.md |
| Analyze earnings implied moves and IV crush. | workflows/earnings-iv-crush.md |
| Backtest bull put spread signal rules versus controls. | workflows/bull-put-spread-backtest.md |
LLMQuant Data Contract
Prefer LLMQuant Data when available. The workflows may need these data capabilities:
- Retrieve option chains with expirations, strikes, bid/ask, volume, open interest, and implied volatility.
- Retrieve IV history, IV rank, IV percentile, term structure, skew, and volatility surface data.
- Retrieve Greeks, option flow, unusual activity, strategy backtest inputs, and earnings/event calendars.
- Retrieve underlying equity prices, realized volatility, drawdowns, and liquidity context.
Fallback:
- If option data is missing, state the exact chain, IV, Greek, flow, or backtest input needed.
- If LLMQuant Data or a compatible data MCP is unavailable, ask for option chain exports or user-provided pricing tables.
- Do not fabricate option quotes, IV, open interest, or Greeks.
© LLMQuant, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
SKILL.md and 12 other files (scripts, assets) in skills/llmquant-options of LLMQuant/skills.
- SKILL.md
- assets/.gitkeep
- scripts/.gitkeep
- workflows/bull-put-spread-backtest.md
- workflows/earnings-iv-crush.md
- workflows/greeks-dashboard.md
- workflows/iv-rank.md
- workflows/options-score.md
- workflows/options-strategy.md
- workflows/pnl-simulator.md
- workflows/unusual-activity.md
- workflows/volatility-smile.md
- workflows/volatility-surface.md
Open the folder on GitHubat commit 1918237
Compare with similar skills
Llmquant Options 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 |
|---|---|---|---|---|---|---|
| Llmquant Options this skillLLMQuant/skills | 229 | — | ~727 | Automated safety check: Pass | MIT | |
| 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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Questions about Llmquant Options
What does Llmquant Options do?
Router skill for LLMQuant options workflows. An agent skill from LLMQuant/skills. Llmquant Options is an agent skill from LLMQuant/skills. Router skill for LLMQuant options workflows.
When should I use Llmquant Options?
Llmquant Options fits situations like: the user needs IV rank; strategy construction; volatility surface; unusual activity.
How do I install Llmquant Options in Claude Code?
Run `npx skills add LLMQuant/skills --skill llmquant-options -a claude-code`. Or copy the skill folder (skills/llmquant-options in LLMQuant/skills) into .claude/skills/llmquant-options in your project. Claude Code loads it when a task matches its description.
How do I install Llmquant Options in Codex?
Run `npx skills add LLMQuant/skills --skill llmquant-options -a codex`. Or copy the skill folder (skills/llmquant-options in LLMQuant/skills) into .agents/skills/llmquant-options in your project. Codex loads it when a task matches its description.
Can I use Llmquant Options 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 LLMQuant/skills --skill llmquant-options -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/llmquant-options, .gemini/skills/llmquant-options, .github/skills/llmquant-options and .opencode/skills/llmquant-options in your project.
What does Llmquant Options need to run?
SKILL.md names no scripts, command-line tools or credentials: Llmquant Options is instructions for the agent only.
Does Llmquant Options 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 Llmquant Options 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 Llmquant Options use?
Llmquant Options is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Llmquant Options use?
About 727 tokens (SKILL.md is roughly 2.9k 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 Llmquant Options?
Skills that share tags, products or a category with Llmquant Options: 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 Llmquant Options?
LLMQuant (a GitHub organization) maintains it in LLMQuant/skills, which has 229 GitHub stars. The repository holds 18 skills in this directory. The repository was last updated on May 30, 2026.
Source: LLMQuant/skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.