How do I install the Akshare Data skill?

Run npx skillmds@latest add gusibi/akshare-data in your terminal (requires Node.js), paste this page's agent-chat prompt into Claude, Cursor, or any MCP-connected agent, or download the SKILL.md file and copy it into your agent's skills directory.

Is Akshare Data safe to use?

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Which AI agents work with Akshare Data?

This skill is tagged as working with Claude Code, Claude.ai, OpenAI Codex. SKILL.md is an open format, so most agents that read a skills directory can load it too.

Is Akshare Data free to use?

Yes. Installing skills from SkillMD is free, and the skill stays under its author's original license.

Who published Akshare Data?

gusibi (@gusibi) published this skill. Their other Agent Skills are listed on their SkillMD profile.

Akshare Data by gusibi — Agent Skill

Name: Akshare Data
Author: gusibi

Akshare Data

Query Chinese and global financial data using the AKShare Python library. Use when asked to (1) fetch stock quotes, historical prices, or financial statements for A-shares/HK/US stocks, (2) query macroeconomic data like GDP/CPI/PMI, (3) get futures/options/bond/forex/fund data, (4) look up index data, or (5) retrieve alternative data like news sentiment. Covers 500+ data interfaces for stocks, futures, options, bonds, forex, funds, macro, indexes and alternative data.

gusibi 59c450c 12 files · 33.5 KB Updated Sep 17, 2026

File contents

AKShare 财经数据查询

基于 AKShare 的财经数据查询 skill，覆盖股票、期货、期权、债券、外汇、基金、宏观经济、指数、另类数据等 500+ 个数据接口。

快速使用

使用通用查询脚本 scripts/akshare_query.py 查询数据：

python3 scripts/akshare_query.py <函数名> [参数=值] ... [--save output.csv] [--head N]

示例：

# A股历史行情（前复权）
python3 scripts/akshare_query.py stock_zh_a_hist symbol=000001 period=daily start_date=20240101 end_date=20241231 adjust=qfq

# A股实时行情（前20条）
python3 scripts/akshare_query.py stock_zh_a_spot_em --head 20

# 中国CPI数据并保存
python3 scripts/akshare_query.py macro_china_cpi --save cpi.csv

数据类别路由

根据用户查询需求，加载对应的 reference 文件获取具体接口信息：

用户需求关键词	加载文件
股票行情、财报、资金流向、板块、龙虎榜、沪深港通、A股、港股、美股	references/stock.md
期货行情、持仓排名、仓单、交割、内盘、外盘	references/futures.md
期权、希腊字母、隐含波动率	references/options.md
债券、可转债、国债、企业债、债券回购	references/bond.md
汇率、外汇、货币	references/forex.md
基金、ETF、LOF、基金排名、净值	references/fund.md
GDP、CPI、PMI、利率、宏观经济、失业率	references/macro.md
股票指数、大盘指数、行业指数、中证指数	references/index_data.md
新闻舆情、百度指数、空气质量、电影票房	references/alternative.md

通用注意事项

安装：脚本自动安装 akshare（首次运行时 pip install akshare）
数据格式：所有接口返回 pandas DataFrame，可用 --save 导出 CSV
日期格式：日期参数统一使用 YYYYMMDD 格式（如 20240101）
股票代码：A股使用6位数字代码（如 000001），港股使用5位代码（如 00700），美股使用字母代码（如 AAPL）
复权方式：adjust="" 不复权，adjust="qfq" 前复权，adjust="hfq" 后复权
频率：period 参数支持 daily（日）、weekly（周）、monthly（月）
限流：部分接口有频率限制，若报错可稍后重试
API 文档：完整接口文档见 https://akshare.akfamily.xyz/data/index.html

---name: akshare-datadescription: Query Chinese and global financial data using the AKShare Python library. Use when asked to (1) fetch stock quotes, historical prices, or financial statements for A-shares/HK/US stocks, (2) query macroeconomic data like GDP/CPI/PMI, (3) get futures/options/bond/forex/fund data, (4) look up index data, or (5) retrieve alternative data like news sentiment. Covers 500+ data interfaces for stocks, futures, options, bonds, forex, funds, macro, indexes and alternative data.---# AKShare 财经数据查询基于 [AKShare](https://github.com/akfamily/akshare) 的财经数据查询 skill，覆盖股票、期货、期权、债券、外汇、基金、宏观经济、指数、另类数据等 500+ 个数据接口。## 快速使用使用通用查询脚本 `scripts/akshare_query.py` 查询数据：```bashpython3 scripts/akshare_query.py <函数名> [参数=值] ... [--save output.csv] [--head N]```示例：```bash# A股历史行情（前复权）python3 scripts/akshare_query.py stock_zh_a_hist symbol=000001 period=daily start_date=20240101 end_date=20241231 adjust=qfq# A股实时行情（前20条）python3 scripts/akshare_query.py stock_zh_a_spot_em --head 20# 中国CPI数据并保存python3 scripts/akshare_query.py macro_china_cpi --save cpi.csv```## 数据类别路由根据用户查询需求，加载对应的 reference 文件获取具体接口信息：| 用户需求关键词 | 加载文件 ||---|---|| 股票行情、财报、资金流向、板块、龙虎榜、沪深港通、A股、港股、美股 | [references/stock.md](references/stock.md) || 期货行情、持仓排名、仓单、交割、内盘、外盘 | [references/futures.md](references/futures.md) || 期权、希腊字母、隐含波动率 | [references/options.md](references/options.md) || 债券、可转债、国债、企业债、债券回购 | [references/bond.md](references/bond.md) || 汇率、外汇、货币 | [references/forex.md](references/forex.md) || 基金、ETF、LOF、基金排名、净值 | [references/fund.md](references/fund.md) || GDP、CPI、PMI、利率、宏观经济、失业率 | [references/macro.md](references/macro.md) || 股票指数、大盘指数、行业指数、中证指数 | [references/index_data.md](references/index_data.md) || 新闻舆情、百度指数、空气质量、电影票房 | [references/alternative.md](references/alternative.md) |## 通用注意事项1. **安装**：脚本自动安装 akshare（首次运行时 `pip install akshare`）2. **数据格式**：所有接口返回 pandas DataFrame，可用 `--save` 导出 CSV3. **日期格式**：日期参数统一使用 `YYYYMMDD` 格式（如 `20240101`）4. **股票代码**：A股使用6位数字代码（如 `000001`），港股使用5位代码（如 `00700`），美股使用字母代码（如 `AAPL`）5. **复权方式**：`adjust=""` 不复权，`adjust="qfq"` 前复权，`adjust="hfq"` 后复权6. **频率**：`period` 参数支持 `daily`（日）、`weekly`（周）、`monthly`（月）7. **限流**：部分接口有频率限制，若报错可稍后重试8. **API 文档**：完整接口文档见 https://akshare.akfamily.xyz/data/index.html

Frequently asked questions