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A股分析研究助手，提供行情数据获取与技术面/基本面分析框架（仅供研究参考，不构成投资建议）。适用于：(1) 获取A股行情和历史数据，(2) 技术面分析（K线形态、MACD、KDJ、RSI、布林带等），(3) 基本面分析（财务指标、估值分析），(4) 板块热点追踪，(5) 选股策略筛选与量化因子分析，(6) 生成股市分析报告。当用户询问"帮我分析股票"、"今日选股"、"A股行情分析"、"技术分析"、"量化选股"时触发。不用于：预测明日涨跌或给出确定性买卖指令、代客决策、港股美股（数据源不同）、加密货币。
Passed 19 of 21 test cases with the skill, and 10 of 21 without it.
and 12 more in the full report
10 fixed11 passed either way2 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 10 test cases the skill fixed. Same model, same prompt, with and without the skill.
对于锤头线、早晨之星等 K 线形态的识别标准，应查阅项目中的哪个参考文档？
| Checked | Without skill | With skill |
|---|---|---|
| The response specifies references/candlestick_patterns.md as the reference file. | Missed | Passed |
The instructions your model reads when the skill loads.
专业的A股市场分析工具，整合多数据源，提供技术面、基本面综合分析和智能选股策略。
使用AKShare作为主要数据源（免费、开源、无需token）：
pip install akshare --break-system-packages
import akshare as ak
# 实时行情
df = ak.stock_zh_a_spot_em() # 全部A股实时行情
# 历史K线
df = ak.stock_zh_a_hist(symbol="000001", period="daily", adjust="qfq")
# 板块行情
df = ak.stock_board_concept_name_em() # 概念板块
df = ak.stock_board_industry_name_em() # 行业板块
# 龙虎榜（日期用实际查询区间，格式 YYYYMMDD）
df = ak.stock_lhb_detail_em(start_date="<起始日>", end_date="<结束日>")
# 资金流向
df = ak.stock_individual_fund_flow(stock="000001", market="sz")
执行顺序：
test cases passed, vs 10 / 21 without
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