a-stock-data
A股全栈数据工具包：行情K线·当日逐笔·研报·信号·资金面·新闻·财务·公告·打板·ETF期权·舆情·宏观利率·期货大宗(含大商所日K)·事件驱动·可转债 | 15层·87端点·34数据源·除iwencai外免Key | A-share data for AI agents: K-lines, ticks, reports, fund flow, news, financials, filings, options, macro, futures, events, convertibles | 15 layers·87 endpoints·34 sources
Runssource: GitHubPythonApache-2.0commit f814dcfe209d
Python, Apache-2.0 licensed. The project labels itself: a share, ai agent, ai skill, china stocks, claude code, financial data, fintech and investment research.
a-stock-data runs. An Argusic agent installed it in 40 minutes and hit 3 errors and fixed every one without help on a clean machine with no GPU, and the whole session was recorded.
All 168 offline tests pass; 42 live endpoints verified returning real A-stock data with provenance; SSE margin trading pagination patched; CNI index provider unreachable from this container.
What the agent ended up with on a clean machine, in its own words. How this is measured
Measured by Argusic on a fresh machine every time. Every number links to its evidence. Argusic Score 100 of 100 (the mean of this project's run scores).
At a glance
Subject data from GitHub, linked at the top of this page, refreshed . Test data by Argusic (CC BY 4.0); every number links to a run page with the full log, the recording, and their sha256 hashes.
What was measured
From the run that decided this verdict. Every line is a recorded value, not an estimate.
What went wrong, in the agent's own words
The agent's own words, worst first, never rewritten into advice.
- SSE margin trading API hard-caps at 2000 records per page but reports 2002 total10 minutes
- CNI index site www.cnindex.com.cn unreachable (SSL handshake timeout)5 minutes
- System Python PEP 668 blocks pip install2 minutes
- Install time
- 40 minutes
- Cold machine to finish
- 40 minutes
- Errors hit and fixed
- 3 hit, 3 fixed with no human help
- How the result was proved
- python3 -m unittest discover -s tests -v exited 0, 168 passed (3 skipped). Live tests: ASTOCK_LIVE_V39=2026-09-24 unittest passed (31 endpoints), ASTOCK_LIVE_V310=1 verified tencent_ticks (4548 rows) and futures_kline (178 rows each), ASTOCK_LIVE_TRADE_DATE=2026-09-24 verified 8 official data endpoints. All confirmed non-empty with provenance columns.
- Model tokens used
- 658,577
- Exact commit tested
- f814dcfe209d
- Container image
- sha256:cdd920bce783
What was not measured
The other half, so you can see exactly how far this evidence goes. A gap is printed as a gap and never filled in.
- Peak GPU memory
- this ran on a CPU machine, so there was no GPU to sample
- Behaviour over a long run
- each attempt uses the smallest documented settings and a fixed time budget, so this measures whether it runs, not how it holds up under load
The end of the recording
The last lines of the terminal session that decided this verdict, exactly as they were recorded.
|---|---|---| | `test_v39_sources.py` | 115 | All passed (1 skipped) | | `test_v310_sources.py` | 26 | All passed (1 skipped) | | `test_official_data.py` | 27 | All passed (1 skipped) | **Live endpoint verification** (real data, no mocks): - **V3.9 live test**: All 31 endpoints returned rows with `source`/`source_url`/`fetched_at` proven… - **V3.10 live test**: `futures_kline RB0` (178 rows), `futures_kline M0` (178 rows), `tencent_tick… - **Official data live test**: `index_constituents`/`index_weights` (000300, 300 rows), `index_valu… **Two issues encountered and fixed**: 1. **PEP 668 externally-managed-environment**: System pip blocked. Workaround: `python3 -m venv` an… 2. **SSE margin trading pagination cap**: The SSE API hard-caps at 2000 records per page but report… **One unfixable issue**: `www.cnindex.com.cn` (CNI index provider) is unreachable from this contain…
Replay the whole session, every command from a clean machine to this point.
How it was tested
One agent, one container, no human help. It installs the project the way its own documentation says to, runs it, and fixes what breaks. Everything below is recorded as it happened: the terminal session, the log and the exact commit. The full method.
Strengths and limits
Measured facts, not opinions. How this is written.
What went well
- Reached a running state on a clean machine, with the session recorded.
- Installed in 40 minutes.
- Recovered from all 3 errors without a human stepping in, which says the failures are documented well enough to solve.
- Ran without a GPU, so it does not need one to start.
- Licensed Apache-2.0, as reported by its host.
What did not, or is not known
- Measured once so far. A single attempt shows it can run, not that it runs reliably.
What it is a reasonable choice for
- Trying it on a laptop or a small server: it reached a running state without a GPU.
Also tested, in the same area
Every one of these was installed and run by Argusic on a clean machine. Nothing appears here that was not tested.
Run history
Topics (from GitHub)
a-shareai-agentai-skillchina-stocksclaude-codefinancial-datafintechinvestment-researchllm-toolsmarket-datapythonquantitative-financestock-markettrading
Embed the badge
Markdown for the project README. It links back here; terms on the terms page.
[](https://argusic.com/subject/a-stock-data)Questions
- Does a-stock-data run?
- Yes. a-stock-data runs. Argusic installed and launched it on a clean machine in 40 minutes, hitting 3 errors on the way, and recorded the session.
- How did Argusic test a-stock-data?
- On a fresh, disposable machine, with every command recorded and the repository pinned at commit f814dcfe209d. One attempt is recorded, and the full method is on the methodology page.
- What did it cost to test a-stock-data?
- The run that produced this verdict cost $0.17: real compute and model cost, not a list price per million tokens. It is recorded on that run's page.
- How long does a-stock-data take to install?
- 40 minutes in the run that decided this verdict, from a clean machine to a running state. That is one measured attempt, not an average.
- Does a-stock-data need a GPU?
- Not to start. Argusic reached a running state on a machine with no GPU.
- What goes wrong when installing a-stock-data?
- 3 things broke in the recorded run, and 3 were fixed without human help. Each one, and the time it cost, is listed on this page.
- Where is the evidence for a-stock-data?
- The recorded run is on this page, each linking to its full log and terminal recording, stored with a sha256 fingerprint so it cannot be quietly altered.