tushare — independently scanned and version-tracked by SaferSkills.
SaferSkills independently audited tushare (Agent Skill) and scored it 100/100 (green). The audit ran 55 deterministic rules across Security, Supply Chain, Maintenance, Transparency, and Community; it found 0 high-severity and 0 lower-severity findings. The full rule-by-rule trace and per-finding evidence are below. Free, methodology-open.
Findings & checks · 0 flagged
Every scanned point with the score it earned and what moved between them.
First recorded scan — no prior version to compare against.
The primary manifest — the file an agent reads to learn what this artifact does.
python scripts/market_data.py --type daily --ts_code 000001.SZ --start_date 20240101 --end_date 20240131python scripts/financial_data.py --type financial --ts_code 000001.SZ --period 2023python scripts/stock_info.py --type stock_basicpython scripts/macro_index_data.py --type index_daily --ts_code 000001.SH --start_date 20240101 --end_date 20240131python scripts/market_data.py --type daily --ts_code 000001.SZ --start_date 20240301 --end_date 20240331python scripts/financial_data.py --type fina_indicator --ts_code 600036.SH --period 2023python scripts/macro_index_data.py --type index_daily --ts_code 000001.SH --start_date 20240301 --end_date 20240331import tushare as ts
import pandas as pd
# 设置 Token（需先设置环境变量 TUSHARE_TOKEN）
ts.set_token(os.environ.get('TUSHARE_TOKEN', ''))
pro = ts.pro_api()
# 获取日K线数据
df = pro.daily(ts_code='000001.SZ', start_date='20240101', end_date='20241231')
# 获取财务指标
df = pro.fina_indicator(ts_code='600036.SH', period='2023')
# 获取指数数据
df = pro.index_daily(ts_code='000001.SH', start_date='20240101', end_date='20241231')| 特性 | tushare | jqdatasdk | baostock | akshare |
|---|---|---|---|---|
| 费用 | 免费/付费 | 需注册积分 | 免费 | 免费 |
| 注册要求 | ✅ 需要 | ✅ 需要 | ❌ 不需要 | ❌ 不需要 |
| 数据范围 | 全面（含宏观） | A股+因子 | A股为主 | 全面 |
| 宏观数据 | ✅ 丰富 | ❌ | ❌ | ✅ |
| 调用频率 | 免费有限制 | 有 | 无限制 | 无限制 |
~30 seconds. Free. No account. Every finding cites a rule and a line of evidence.