| name | market |
| description | Query A-share market overview, rankings, limit-up pools, concept/industry fund flows, individual stock profile (realtime, kline with multi-period, cyq cost distribution, institution comments, individual fund flow, financials), individual stock news, and save market reviews. A股市场行情查询与深度分析工具，支持大盘、个股走势、涨停板及资金流向。 |
Market Skill
This skill provides utilities to query real-time and historical Chinese A-share market data, compile individual stock profiles, and save market reviews.
Environment Setup
Before using this skill, check if the local virtual environment .venv exists. If not, initialize it using uv:
uv venv skills/market/.venv
uv pip install --python skills/market/.venv -r skills/market/requirements.txt
Usage Guidelines
- Run all scripts from the project root using the skill's local virtual environment python:
skills/market/.venv/bin/python.
- All scripts output plain text, markdown tables, or JSON. No
rich terminal library is used, making it easy for you to parse.
Script References
1. Market Overview (skills/market/scripts/overview.py)
Show a broad overview of the A-share market (e.g., indices, general up/down stats).
skills/market/.venv/bin/python skills/market/scripts/overview.py
2. Market Ranking (skills/market/scripts/ranking.py)
Show top gainer or loser stocks.
--top N: Number of stocks to list (default: 10)--type up|down: Filter by gainers or losers (default: up)
skills/market/.venv/bin/python skills/market/scripts/ranking.py --top 15 --type down
3. Limit-Up Pool (skills/market/scripts/limit_up.py)
Show details of the limit-up pool.
--date YYYYMMDD: Limit-up pool date (default: today's date)
skills/market/.venv/bin/python skills/market/scripts/limit_up.py --date 20260618
4. Fund Flow (skills/market/scripts/fund_flow.py)
Analyze capital flows into concepts, industries, or big deals.
--type concept|industry|bigdeal: Cash flow sector type (default: concept)--period 1|3|5: Period in days (1, 3, or 5 days) (default: 1)
skills/market/.venv/bin/python skills/market/scripts/fund_flow.py --type industry --period 5
5. Individual Stock Profile (skills/market/scripts/stock_profile.py)
Compile deep-dive information for a specific stock.
<code-or-symbol>: Stock code (6 digits, e.g., 600519, 000001)--mode realtime|kline|cyq|comment|fundflow|financials|technical: Analysis mode (default: realtime). technical mode calculates and displays 20+ indicators (MACD, RSI, KDJ, BOLL, ATR, CCI, WR, VWMA, MFI, etc.).--period daily|weekly|monthly|yearly|30min|60min|120min: Kline period (for kline mode, default: daily)--days N: Show past N data points/days for time-series modes (default: 10)--type income|balance_sheet|cashflow: Financial report type (for financials mode, default: income)--source auto|sina|eastmoney|xueqiu: Specify the quote source for realtime mode (default: auto). Automatically falls back to Sina/Eastmoney if Xueqiu fails.--token TOKEN: Manually pass a Xueqiu xq_a_token to authenticate Xueqiu queries if necessary.
skills/market/.venv/bin/python skills/market/scripts/stock_profile.py 600519 --mode kline --period weekly --days 20
skills/market/.venv/bin/python skills/market/scripts/stock_profile.py 000001 --mode cyq --days 5
skills/market/.venv/bin/python skills/market/scripts/stock_profile.py 600519 --mode technical --days 5
skills/market/.venv/bin/python skills/market/scripts/stock_profile.py 600519 --mode realtime --source xueqiu --token "YOUR_TOKEN"
6. Stock News (skills/market/scripts/news.py)
Fetch the latest news for a specific stock.
<code>: Stock code (6 digits)--n N: Number of news items to fetch (default: 10)
skills/market/.venv/bin/python skills/market/scripts/news.py 600519 --n 5
7. Save Review (skills/market/scripts/save_review.py)
Format and save a market review to the local directory data/review/.
--type noon|evening: Save noon review or evening review- Input markdown text is passed via standard input or typed as prompt.
skills/market/.venv/bin/python skills/market/scripts/save_review.py --type evening
Recommended Workflow Scenarios
For a step-by-step guideline of market scenarios (Pre-market, Noon, Evening, Stock Deep-dive), refer to scenarios.md.
Supplemental Data Sources (数据与新闻补充来源)
When you are acting as an agent using this skill, you can consult the following websites as supplemental data and news sources to support your analysis:
- 巨潮资讯网 (Cninfo): https://www.cninfo.com.cn/new/index - Official information disclosure platform for Chinese listed companies. Excellent for checking official stock announcements, prospectuses, and regular financial statements.
- 同花顺财经 (10jqka): https://www.10jqka.com.cn/ - Real-time market terminal, industry rankings, heatmaps, and capital flows.
- 东方财富 (Eastmoney): https://www.eastmoney.com/default.html - Individual stock profiles, financial databases, stock forums (guba), and historical charts.
- 财联社 (CLS): https://www.cls.cn/ - Professional real-time financial news, flash news, and macro policy feeds.
- 天天基金网 (Eastmoney Fund): https://www.1234567.com.cn/ - Detailed fund holdings, net asset values, historical performance, and index trends.
