akshare skillA
akshare is agent-read markdown (skill) from hkuds/vibe-trading: AKShare financial data aggregator (18k+ stars). Free, no API key. Covers A-shares, US, HK, futures, macro, forex. Primary fallback for tushare and yfinance..
Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified before it reaches your agent: the main file against the SHA-256 recorded here, the others against the git hashes of its source commit. The deterministic audit below grades the latest version, and the same checks always give the same file the same grade.
What the file says
## Overview
AKShare is a completely free, open-source Python financial data library. No registration or API key required. It aggregates data from public sources (Sina, East Money, etc.) covering Chinese and global markets.
- GitHub: https://github.com/akfamily/akshare (18k+ stars)
- Install: `pip install akshare`
## Quick Start
```python
import akshare as ak
# A-share daily OHLCV (前复权)
df = ak.stock_zh_a_hist(symbol="000001", period="daily",
start_date="20240101", end_date="20260101", adjust="qfq")
# US stock daily
df = ak.stock_us_hist(symbol="105.AAPL", period="daily",
start_date="20240101", end_date="20260101", adjust="qfq")
# HK stock daily
df = ak.stock_hk_hist(symbol="00700", period="daily",
start_date="20240101", end_date="20260101", adjust="qfq")
```
## Top 10 High-Frequency Interfaces
### A-shares
| Function | Description | Key Params |
|----------|-------------|------------|
| `stock_zh_a_hist()` | A-share OHLCV | symbol, period, start_date, end_date, adjust |
| `stock_zh_a_spot_em()` | Real-time A-share quotes | (none) |
| `stock_individual_info_em()` | Stock basic info | symbol |
…Read the whole file at its exact version.
How to install
mdr add hkuds/vibe-trading/akshare@git:20260409.27354ebmdr add hkuds/vibe-trading/akshare@sha256:ab7ebe23f597b1c9Pin to a label to follow the author's releases, or to a sha256 for exact bytes. Either way the resolved hash is written to mdr.lock, and mdr install fetches those bytes again and checks them, so it installs them exactly or fails.
[](https://markdownregistry.com/a/art_j56k4fgh5plc747j)
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Versions
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (3159 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
hkuds/vibe-trading · 34,089 stars · license MIT · pushed 2026-09-27 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_j56k4fgh5plc747j GET https://markdownregistry.com/api/v1/resolve?ref=hkuds/vibe-trading/akshare GET https://markdownregistry.com/api/v1/blob/ab7ebe23f597b1c9396fd6685b9ddac570b113737c981aadb0b2c600a238724b
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