akshare-stock

A股量化数据分析工具，基于AkShare库获取A股行情、财务数据、板块信息等。用于回答关于A股股票查询、行情数据、财务分析、选股等问题。

Security Scan

The skill is internally consistent with its stated purpose (A‑share data via AkShare), requests no credentials, and contains no install or network behaviors beyond using the AkShare/Baostock libraries it documents.

Purpose & Capability

Name/description match the provided code and SKILL.md: the skill calls AkShare APIs to fetch A‑share quotes, K‑lines, financials, boards, fund flows, etc. There are no unrelated binaries, env vars, or config paths requested. Minor metadata mismatch (_meta.json owner/version differs from registry metadata) is present but does not change functionality.

Instruction Scope

SKILL.md only instructs installing AkShare (and optionally Baostock) and shows examples that call AkShare functions; it does not ask the agent to read unrelated files or credentials or to send data to unknown endpoints. Implementation issues: scripts/stock_cli.py has a bug—get_fund_flow calls stock_individual_fund_flow without the ak. prefix (NameError at runtime), and some pandas string-operations may raise exceptions on unexpected types. These are functional bugs, not evidence of scope creep or exfiltration.

Install Mechanism

There is no formal install spec (instruction-only), which is low risk. SKILL.md recommends 'pip install akshare' (and baostock fallback). Installing packages from PyPI executes third-party code and performs network I/O; AkShare is a known project but users should verify package source/version before installing in production.

Credentials

The skill requests no environment variables, credentials, or privileged config paths. AkShare will make network requests to public data sources to fetch market data, which is expected for this purpose and requires no secrets.

Persistence & Privilege

Flags show always:false and normal autonomous invocation allowed. The skill does not request permanent presence or modify other skills or system-wide settings.

Assessment

This skill appears to do what it claims: it fetches A‑share data via AkShare and asks for no credentials. Before installing or using it: 1) test the script locally in an isolated environment (virtualenv/container) because it performs network I/O and the SKILL.md warns about network issues; 2) verify the AkShare/Baostock package(s) and versions you install (pip installs run third-party code); 3) fix the small bug in scripts/stock_cli.py (undefined reference to stock_individual_fund_flow) before relying on the tool; 4) if you need to run in production, review AkShare's data sources and privacy/security implications (it will query external endpoints to retrieve market data). Overall the package is coherent and does not ask for unrelated privileges or secrets.

A股量化 - AkShare 数据接口

快速开始

安装依赖：

pip install akshare

支持的功能

1. 实时行情查询

import akshare as ak

# 个股实时行情
stock_zh_a_spot_em()
stock_zh_a_spot_em(symbol="北证A股")

2. 历史K线数据

import akshare as ak

# 日K线
stock_zh_a_hist(symbol="000001", period="daily", start_date="20240101", end_date="20241231", adjust="qfq")

# 周K线
stock_zh_a_hist(symbol="000001", period="weekly", start_date="20240101", end_date="20241231", adjust="qfq")

# 月K线
stock_zh_a_hist(symbol="000001", period="monthly", start_date="20240101", end_date="20241231", adjust="qfq")

3. 财务数据

import akshare as ak

# 财务报表
stock_financial_abstract_ths(symbol="000001", indicator="按报告期")

# 主要财务指标
stock_financial_analysis_indicator(symbol="000001")

4. 板块/行业分析

import akshare as ak

# 行业板块行情
stock_board_industry_name_em()

# 概念板块行情
stock_board_concept_name_em()

# 板块内个股
stock_board_industry_cons_em(symbol="半导体")

5. 资金流向

import akshare as ak

# 个股资金流向
stock_individual_fund_flow(stock="000001", market="sh")

# 大单净流入
stock_individual_fund_flow(stock="000001", market="sh", symbol="大单净流入")

6. 龙虎榜

import akshare as ak

# 每日龙虎榜
stock_lhb_detail_em(date="20240930")

# 机构调研
stock_zlzj_em()

7. 新股/IPO

import akshare as ak

# 新股申购
stock_new_ipo_em()

# 待上市新股
stock_new_ipo_start_em()

8. 融资融券

import akshare as ak

# 融资融券
stock_margin_sse(symbol="600000")

# 融资融券明细
stock_rzrq_detail_em(symbol="600000", date="20240930")

常用股票代码

• 平安银行: 000001
• 贵州茅台: 600519
• 宁德时代: 300750
• 比亚迪: 002594
• 招商银行: 600036

备选方案: Baostock

如果 AkShare 安装失败，可使用 baostock（更轻量）:

import baostock as bs

# 登录
lg = bs.login()
print(lg.error_msg)

# 获取历史K线
rs = bs.query_history_k_data_plus('sh.600519',
    'date,code,open,high,low,close,volume',
    start_date='20250101',
    end_date='20251231')

data_list = []
while rs.next:
    data_list.append(rs.get_row_data())
    
bs.logout()

注意事项

1. 数据仅供学术研究，不构成投资建议
2. 接口可能因目标网站变动而失效
3. 建议添加异常处理和重试机制
4. 当前环境网络问题可能导致测试失败，请在本地环境测试