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Get Started Free →aifinlab/a-share-volume-price
A股量价关系量化分析。当用户说"量价"、"volume price"、"缩量"、"放量"、"量价背离"、"天量天价"、"地量地价"、"换手率分析"、"成交量异常"时触发。基于 cn-stock-data 获取K线数据，量化分析量价关系模式，识别异常量价信号。支持研报风格（formal）和快速分析风格（brief）。
Passed 16 of 21 test cases with the skill, and 11 of 21 without it.
and 3 more in the full report
6 fixed12 passed either way5 still failing1 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 6 test cases the skill fixed. Same model, same prompt, with and without the skill.
用户请求以简报形式查看五粮液（000858）的量价指标。通用助手往往会把 VWAP、Z-score、换手率等全套指标贴出。在此量化系统的简报样式下，指标维度仅展示哪两个核心指标及方向？
| Checked | Without skill | With skill |
|---|---|---|
| Limits the indicator dimension in brief mode to VR and OBV directions | Missed | Passed |
The instructions your model reads when the skill loads.
SCRIPTS="$SKILLS_ROOT/cn-stock-data/scripts"
python "$SCRIPTS/cn_stock_data.py" kline --code [CODE] --freq daily --start [日期]
python "$SCRIPTS/cn_stock_data.py" quote --code [CODE]
量化计算：
QSCRIPTS="$SKILLS_ROOT/a-share-volume-price/scripts"
python "$QSCRIPTS/volume_price_analyzer.py" --data kline.json --window 20
获取包含 OHLCV（开高低收量）的K线数据。
8 种经典量价关系：量增价升/量增价跌/量缩价升/量缩价跌/量增价平/量缩价平/量平价升/量平价跌
| 维度 | formal | brief |
|---|---|---|
| 指标 | 全部量价指标 | VR+OBV方向 |
| 模式 | 近期模式序列分析 | 当日模式 |
test cases passed, vs 11 / 21 without
Published skills whose descriptions closely match this one, with their headline benchmark lift.
More skills from the same source and nearby in the registry, with their headline benchmark lift.