Agent skill

Tushare Data

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。

No licenceAuto-check passedBusiness, Finance & HR

Install Tushare Data

skills CLI

$ npx skills add zillionare/zillionare --skill tushare-data -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI

$ gh skill install zillionare/zillionare tushare-data --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy

$ git clone --depth 1 https://github.com/zillionare/zillionare.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.github/skills/tushare-data .claude/skills/tushare-data && rm -rf skills-src

Use ~/.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/

Paste into Claude Code

Install the "tushare-data" agent skill from https://github.com/zillionare/zillionare/tree/master/.github/skills/tushare-data into .claude/skills/tushare-data/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "tushare-data", 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

$skill-installer install https://github.com/zillionare/zillionare/tree/master/.github/skills/tushare-data

Type 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.

skills CLI

$ npx skills add zillionare/zillionare --skill tushare-data -a codex

Project install goes to .agents/skills/; add -g for ~/.codex/skills/.

GitHub CLI

$ gh skill install zillionare/zillionare tushare-data --agent codex

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/zillionare/zillionare.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.github/skills/tushare-data .agents/skills/tushare-data && rm -rf skills-src

Use ~/.agents/skills/ instead of .agents/skills for a personal install.

Codex skills documentation · loads skills from .agents/skills/

Paste into Codex

Install the "tushare-data" agent skill from https://github.com/zillionare/zillionare/tree/master/.github/skills/tushare-data into .agents/skills/tushare-data/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "tushare-data", 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.

skills CLI

$ npx skills add zillionare/zillionare --skill tushare-data -a cursor

Project install goes to .agents/skills/; add -g for ~/.cursor/skills/.

GitHub CLI

$ gh skill install zillionare/zillionare tushare-data --agent cursor

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/zillionare/zillionare.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.github/skills/tushare-data .cursor/skills/tushare-data && rm -rf skills-src

Use ~/.cursor/skills/ instead of .cursor/skills for a personal install.

Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/

Paste into Cursor

Install the "tushare-data" agent skill from https://github.com/zillionare/zillionare/tree/master/.github/skills/tushare-data into .cursor/skills/tushare-data/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "tushare-data", 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

$ gemini skills install https://github.com/zillionare/zillionare.git --path .github/skills/tushare-data

--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.

skills CLI

$ npx skills add zillionare/zillionare --skill tushare-data -a gemini-cli

Project install goes to .agents/skills/; add -g for ~/.gemini/skills/.

GitHub CLI

$ gh skill install zillionare/zillionare tushare-data --agent gemini-cli

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/zillionare/zillionare.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.github/skills/tushare-data .gemini/skills/tushare-data && rm -rf skills-src

Use ~/.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/

Paste into Gemini CLI

Install the "tushare-data" agent skill from https://github.com/zillionare/zillionare/tree/master/.github/skills/tushare-data into .gemini/skills/tushare-data/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "tushare-data", 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.

GitHub CLI

$ gh skill install zillionare/zillionare tushare-data

Installs 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).

skills CLI

$ npx skills add zillionare/zillionare --skill tushare-data -a github-copilot

Project install goes to .agents/skills/; add -g for ~/.copilot/skills/.

Manual copy

$ git clone --depth 1 https://github.com/zillionare/zillionare.git skills-src && mkdir -p .github/skills && cp -r skills-src/.github/skills/tushare-data .github/skills/tushare-data && rm -rf skills-src

Use ~/.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/

Paste into GitHub Copilot

Install the "tushare-data" agent skill from https://github.com/zillionare/zillionare/tree/master/.github/skills/tushare-data into .github/skills/tushare-data/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "tushare-data", 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.

skills CLI

$ npx skills add zillionare/zillionare --skill tushare-data -a opencode

OpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.

GitHub CLI

$ gh skill install zillionare/zillionare tushare-data --agent opencode

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/zillionare/zillionare.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.github/skills/tushare-data .opencode/skills/tushare-data && rm -rf skills-src

Use ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.

OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/

Paste into OpenCode

Install the "tushare-data" agent skill from https://github.com/zillionare/zillionare/tree/master/.github/skills/tushare-data into .opencode/skills/tushare-data/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "tushare-data", 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: tushare-data
GitHub stars: 321
Used in: 2 other repos
Token cost: ~2.3k tokens
SKILL.md length: 886 words
Files: 5 (incl. scripts, references)
Skills in repo: 2
Repo updated: Oct 8, 2026
First seen: Oct 7, 2026
Licence: None found

At a glance

Works in 12 steps: 行情 / 趋势 → 基本资料 / 标的识别 → 财务 / 公司质量 → …
Tasks that involve Stock and market analysis
SKILL.md covers What this skill is for, When to use, What this skill is NOT for and Natural-language trigger guide, plus 3 more sections
Runs Python scripts from its folder; needs TUSHARE_TOKEN

What it does

Tushare Data is an agent skill from 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。

Its SKILL.md is about 2.3k tokens, which your agent loads only when the skill is triggered. The skill folder holds 6 other files, including scripts and reference files (for example `_meta.json`, `references/数据接口.md` and `scripts/fund_data_demo.py`).

It sits in Business, Finance & HR, covering Stock and market analysis and Trading and backtesting. It works with Python, NumPy and pandas. The repository describes itself as: 量化资源和教程请访问 ke.quantide.cn 和公众号🫶Quantide.

When your agent uses it

Tasks that involve Stock and market analysis
Tasks that involve Trading and backtesting

Example prompts

“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”
“/tushare-data”

Requirements

Python 3
A credential in TUSHARE_TOKEN

Workflow steps

12 steps, taken from the step headings in SKILL.md.

行情 / 趋势
基本资料 / 标的识别
财务 / 公司质量
估值 / 基本面指标
资金流 / 市场行为
板块 / 指数 / 主题
打板 / 情绪 / 活跃度
公告 / 新闻 / 研报 / 政策
宏观 / 跨市场
导出 / 研究准备
单标的行情分析
多标的横向对比

What it can do on your machine

Read from SKILL.md and the folder at commit f4bcea1. 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 2 files in scripts/ (Python), 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 these keys or tokens, usually read from environment variables:
- TUSHARE_TOKEN
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Tushare Data loads about 2.3k tokens when it runs, and up to ~24k if it reads all its reference files. Until then it costs about 45 tokens; SKILL.md has 886 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it: ~45
When it runs · the whole SKILL.md, loaded when a task matches: ~2.3k
With references · SKILL.md plus every file in references/, read only if the agent opens them: ~24k

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

Without a licence we can't republish the file, so here is its outline and opening line. It has 886 words (~2,294 tokens).

name: tushare-data
author: tushare.pro
version: 1.1.10
requirements.python: 3.7+
requirements.network_access: true

Outline of SKILL.md

tushare-data
What this skill is for
When to use
行情 / 趋势
财务 / 估值 / 公司质量
对比 / 排行 / 筛选
板块 / 指数 / 主题
资金流 / 情绪
公告 / 新闻 / 研报 / 政策
宏观 / 跨市场
数据导出 / 研究准备
What this skill is NOT for
Natural-language trigger guide
常见口语触发
中文自然语言优先原则
Environment check
Intent taxonomy
1. 行情 / 趋势
2. 基本资料 / 标的识别
3. 财务 / 公司质量
4. 估值 / 基本面指标
5. 资金流 / 市场行为
6. 板块 / 指数 / 主题
7. 打板 / 情绪 / 活跃度
8. 公告 / 新闻 / 研报 / 政策
9. 宏观 / 跨市场
10. 导出 / 研究准备
Entity resolution rules
标的解析
市场识别

Read the full SKILL.md on GitHub

Files

SKILL.md and 4 other files (scripts, references) in .github/skills/tushare-data of zillionare/zillionare.

SKILL.md
_meta.json
references/数据接口.md
scripts/fund_data_demo.py
scripts/stock_data_demo.py

Open the folder on GitHubat commit f4bcea1

Used in 2 other repositories

We found 2 copies of this SKILL.md (exact, near-identical or edited) in other folders, from 2 other GitHub owners. This page covers the copy in zillionare/zillionare, which our catalogue first saw on October 7, 2026.

Compare with similar skills

Tushare Data 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.

Tushare Data compared with similar skills
Skill	Stars	Used in	Tokens	Auto-check	Licence	Repo updated
Tushare Data this skillzillionare/zillionare	321	2 repos	~2.3k	Automated safety check: Pass	None	today
Elliott Wave Signal EngineHKUDS/Vibe-Trading	35k	—	~482	Automated safety check: Pass	MIT	today
Candlestick Pattern SignalsHKUDS/Vibe-Trading	35k	—	~468	Automated safety check: Pass	MIT	today
Ichimoku Kinko Hyo SignalsHKUDS/Vibe-Trading	35k	—	~417	Automated safety check: Pass	MIT	today
Multi-Factor Stock RankingHKUDS/Vibe-Trading	35k	—	~1k	Automated safety check: Pass	MIT	today
Chanlun Pattern RecognitionHKUDS/Vibe-Trading	35k	—	~658	Automated safety check: Pass	MIT	today

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35k GitHub stars~482 tokensUpdated today
Business, Finance & HRAuto-check passed
Candlestick Pattern Signals
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35k GitHub stars~468 tokensUpdated today
Business, Finance & HRAuto-check passed
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35k GitHub stars~417 tokensUpdated today
Business, Finance & HRAuto-check passed
Multi-Factor Stock Ranking
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Ranks stocks by standardized factor scores (momentum, reversal, volatility, volume and valuation) and builds an equal-weight TopN portfolio with periodic rebalancing.
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Business, Finance & HRAuto-check passed
Chanlun Pattern Recognition
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Questions about Tushare Data

What does Tushare Data do?

When should I use Tushare Data?

Tushare Data fits situations like: tasks that involve Stock and market analysis; tasks that involve Trading and backtesting.

How do I install Tushare Data in Claude Code?

Run `npx skills add zillionare/zillionare --skill tushare-data -a claude-code`. Or copy the skill folder (.github/skills/tushare-data in zillionare/zillionare) into .claude/skills/tushare-data in your project. Claude Code loads it when a task matches its description.

How do I install Tushare Data in Codex?

Run `npx skills add zillionare/zillionare --skill tushare-data -a codex`. Or copy the skill folder (.github/skills/tushare-data in zillionare/zillionare) into .agents/skills/tushare-data in your project. Codex loads it when a task matches its description.

Can I use Tushare Data 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 zillionare/zillionare --skill tushare-data -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/tushare-data, .gemini/skills/tushare-data, .github/skills/tushare-data and .opencode/skills/tushare-data in your project.

What does Tushare Data need to run?

Going by SKILL.md and its folder, Tushare Data needs Python for the scripts in its folder and credentials named TUSHARE_TOKEN. Our summary lists: Python 3; A credential in TUSHARE_TOKEN.

Does Tushare Data 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 Tushare Data 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 Tushare Data use?

No licence was found for Tushare Data or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.

How many tokens does Tushare Data use?

About 2.3k tokens (SKILL.md is roughly 9.2k 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 21k tokens, read only when the agent opens those files.

What are the alternatives to Tushare Data?

Skills that share tags, products or a category with Tushare Data: Elliott Wave Signal Engine (HKUDS/Vibe-Trading, 35k stars), Candlestick Pattern Signals (HKUDS/Vibe-Trading, 35k stars), Ichimoku Kinko Hyo Signals (HKUDS/Vibe-Trading, 35k stars) and Multi-Factor Stock Ranking (HKUDS/Vibe-Trading, 35k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Tushare Data?

zillionare (a GitHub user) maintains it in zillionare/zillionare, which has 321 GitHub stars. The repository holds 2 skills in this directory. The repository was last updated on October 8, 2026.

Source: zillionare/zillionare on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.

Tushare Data

Install Tushare Data

Facts

At a glance

What it does

When your agent uses it

Example prompts

Requirements

Workflow steps

What it can do on your machine

Tool permissions

Runs code

Network

Credentials

Context cost

Safety

SKILL.md

Files

Used in 2 other repositories

Compare with similar skills

Similar skills

Elliott Wave Signal Engine

Candlestick Pattern Signals

Ichimoku Kinko Hyo Signals

Multi-Factor Stock Ranking

Chanlun Pattern Recognition

A-Share Corporate Event Analysis

More from zillionare/zillionare

Quant Blog Writing

Questions about Tushare Data

Install Tushare Data

Facts

At a glance

What it does

When your agent uses it

Example prompts

Requirements

Workflow steps

What it can do on your machine

Tool permissions

Runs code

Network

Credentials

Context cost

Safety

SKILL.md

Files

Used in 2 other repositories

Compare with similar skills

Similar skills

Elliott Wave Signal Engine

Candlestick Pattern Signals

Ichimoku Kinko Hyo Signals

Multi-Factor Stock Ranking

Chanlun Pattern Recognition

A-Share Corporate Event Analysis

More from zillionare/zillionare

Quant Blog Writing

Related

Questions about Tushare Data