akshare-a-shares

分类: 开发与编程 | 上传者: Yrzhe | 下载: 0 | 版本: v1.0（最新）

针对中国A股的行情与数据查询（基于本地 akshare 源代码与API映射）。当用户请求获取A股实时行情、历史K线（日/周/月）、分钟级分时（1/5/15/30/60）、复权数据（前复权/后复权）、股东户数（含详情）、以及巨潮资讯公告披露结果时使用本Skill。默认优先使用东方财富(EM)接口；如用户指定新浪(Sina)来源或需要特定接口，则按映射调用对应函数。可使用内置脚本输出CSV/JSON，或内联Python调用。

更新日志: Source: GitHub https://github.com/Yrzhe/claude-skills

目录结构

当前层级: plugins/akshare-a-shares/

📁 akshare/
- 📁 air/
  - 📄 __init__.py 81 B
  - 📄 air_hebei.py 5.3 KB
  - 📄 air_zhenqi.py 9.2 KB
  - 📄 cons.py 9.5 KB
  - 📄 crypto.js 8.2 KB
  - 📄 outcrypto.js 139.0 KB
  - 📄 sunrise_tad.py 4.0 KB
- 📁 article/
  - 📄 __init__.py 82 B
  - 📄 cons.py 277 B
  - 📄 epu_index.py 1.9 KB
  - 📄 ff_factor.py 4.5 KB
  - 📄 fred_md.py 2.2 KB
  - 📄 risk_rv.py 12.6 KB
- 📁 bank/
  - 📄 __init__.py 81 B
  - 📄 bank_cbirc_2020.py 7.2 KB
  - 📄 cons.py 1.4 KB
- 📁 bond/
  - 📄 __init__.py 81 B
  - 📄 bond_buy_back_em.py 7.1 KB
  - 📄 bond_cb_sina.py 1.8 KB
  - 📄 bond_cb_ths.py 3.0 KB
  - 📄 bond_cbond.py 6.6 KB
  - 📄 bond_china.py 6.4 KB
  - 📄 bond_china_money.py 13.4 KB
  - 📄 bond_convert.py 12.4 KB
  - 📄 bond_em.py 5.3 KB
  - 📄 bond_info_cm.py 7.7 KB
  - 📄 bond_issue_cninfo.py 21.2 KB
  - 📄 bond_nafmii.py 2.1 KB
  - 📄 bond_summary.py 3.5 KB
  - 📄 bond_zh_cov.py 23.0 KB
  - 📄 bond_zh_sina.py 4.7 KB
  - 📄 cons.py 1.8 KB
- 📁 cal/
  - 📄 __init__.py 0 B
  - 📄 rv.py 6.4 KB
- 📁 cost/
  - 📄 __init__.py 82 B
  - 📄 cost_living.py 2.0 KB
- 📁 crypto/
  - 📄 __init__.py 82 B
  - 📄 crypto_bitcoin_cme.py 2.4 KB
  - 📄 crypto_hold.py 2.4 KB
- 📁 currency/
  - 📄 __init__.py 80 B
  - 📄 currency.py 6.2 KB
  - 📄 currency_china_bank_sina.py 4.2 KB
  - 📄 currency_safe.py 1.9 KB
- 📁 data/
  - 📄 __init__.py 81 B
  - 📄 cninfo.js 204.0 KB
  - 📄 crypto_info.zip 119.4 KB
  - 📄 ths.js 38.7 KB
- 📁 economic/
  - 📄 __init__.py 82 B
  - 📄 cons.py 16.2 KB
  - 📄 macro_australia.py 11.2 KB
  - 📄 macro_bank.py 11.2 KB
  - 📄 macro_canada.py 14.9 KB
  - 📄 macro_china.py 144.4 KB
  - 📄 macro_china_hk.py 5.8 KB
  - 📄 macro_china_nbs.py 9.5 KB
  - 📄 macro_constitute.py 8.0 KB
  - 📄 macro_euro.py 40.1 KB
  - 📄 macro_finance_ths.py 4.8 KB
  - 📄 macro_germany.py 5.7 KB
  - 📄 macro_info_ws.py 3.0 KB
  - 📄 macro_japan.py 4.2 KB
  - 📄 macro_other.py 4.9 KB
  - 📄 macro_swiss.py 4.2 KB
  - 📄 macro_uk.py 8.2 KB
  - 📄 macro_usa.py 47.3 KB
  - 📄 marco_cnbs.py 2.4 KB
- 📁 energy/
  - 📄 __init__.py 82 B
  - 📄 energy_carbon.py 11.0 KB
  - 📄 energy_oil_em.py 3.9 KB
- 📁 event/
  - 📄 __init__.py 80 B
  - 📄 cons.py 12.1 KB
  - 📄 migration.py 3.7 KB
- 📁 file_fold/
  - 📄 __init__.py 81 B
  - 📄 calendar.json 117.0 KB
- 📁 forex/
  - 📄 __init__.py 0 B
  - 📄 cons.py 3.6 KB
  - 📄 forex_em.py 4.4 KB
- 📁 fortune/
  - 📄 __init__.py 82 B
  - 📄 fortune_500.py 3.1 KB
  - 📄 fortune_bloomberg.py 3.6 KB
  - 📄 fortune_forbes_500.py 1.4 KB
  - 📄 fortune_hurun.py 11.2 KB
  - 📄 fortune_xincaifu_500.py 1.8 KB
- 📁 fund/
  - 📄 __init__.py 81 B
  - 📄 fund_amac.py 33.0 KB
  - 📄 fund_announcement_em.py 4.9 KB
  - 📄 fund_aum_em.py 3.6 KB
  - 📄 fund_em.py 40.9 KB
  - 📄 fund_etf_em.py 16.7 KB
  - 📄 fund_etf_sina.py 6.9 KB
  - 📄 fund_etf_ths.py 3.4 KB
  - 📄 fund_fee_em.py 4.1 KB
  - 📄 fund_fhsp_em.py 5.5 KB
  - 📄 fund_init_em.py 2.2 KB
  - 📄 fund_lof_em.py 11.9 KB
  - 📄 fund_manager.py 3.0 KB
  - 📄 fund_overview_em.py 1.1 KB
  - 📄 fund_portfolio_em.py 10.6 KB
  - 📄 fund_position_lg.py 3.8 KB
  - 📄 fund_rank_em.py 17.4 KB
  - 📄 fund_rating.py 11.7 KB
  - 📄 fund_report_cninfo.py 8.6 KB
  - 📄 fund_scale_em.py 4.2 KB
  - 📄 fund_scale_sina.py 8.0 KB
  - 📄 fund_xq.py 11.0 KB
- 📁 futures/
  - 📄 __init__.py 81 B
  - 📄 cons.py 17.7 KB
  - 📄 cot.py 56.5 KB
  - 📄 futures_basis.py 15.3 KB
  - 📄 futures_comex_em.py 3.1 KB
  - 📄 futures_comm_ctp.py 1003 B
  - 📄 futures_comm_qihuo.py 10.3 KB
  - 📄 futures_contract_detail.py 2.8 KB
  - 📄 futures_daily_bar.py 24.5 KB
  - 📄 futures_foreign.py 2.1 KB
  - 📄 futures_hf_em.py 8.0 KB
  - 📄 futures_hist_em.py 6.4 KB
  - 📄 futures_hq_sina.py 9.4 KB
  - 📄 futures_index_ccidx.py 1.9 KB
  - 📄 futures_inventory_99.py 3.3 KB
  - 📄 futures_inventory_em.py 2.6 KB
  - 📄 futures_news_shmet.py 2.4 KB
  - 📄 futures_roll_yield.py 6.0 KB
  - 📄 futures_rule.py 1.5 KB
  - 📄 futures_rule_em.py 963 B
  - 📄 futures_settlement_price_sgx.py 2.5 KB
  - 📄 futures_spot_stock_em.py 3.4 KB
  - 📄 futures_stock_js.py 1.6 KB
  - 📄 futures_to_spot.py 12.6 KB
  - 📄 futures_warehouse_receipt.py 8.7 KB
  - 📄 futures_zh_sina.py 25.6 KB
  - 📄 receipt.py 23.1 KB
  - 📄 requests_fun.py 2.8 KB
  - 📄 symbol_var.py 5.7 KB
- 📁 futures_derivative/
  - 📄 __init__.py 82 B
  - 📄 cons.py 5.8 KB
  - 📄 futures_contract_info_cffex.py 3.4 KB
  - 📄 futures_contract_info_czce.py 4.2 KB
  - 📄 futures_contract_info_dce.py 2.1 KB
  - 📄 futures_contract_info_gfex.py 2.3 KB
  - 📄 futures_contract_info_ine.py 2.4 KB
  - 📄 futures_contract_info_shfe.py 2.4 KB
  - 📄 futures_cot_sina.py 2.7 KB
  - 📄 futures_hog.py 11.3 KB
  - 📄 futures_index_sina.py 5.8 KB
  - 📄 futures_spot_sys.py 3.3 KB
- 📁 fx/
  - 📄 __init__.py 82 B
  - 📄 cons.py 604 B
  - 📄 currency_investing.py 2.8 KB
  - 📄 fx_c_swap_cm.py 2.0 KB
  - 📄 fx_quote.py 3.3 KB
  - 📄 fx_quote_baidu.py 2.3 KB
- 📁 hf/
  - 📄 __init__.py 81 B
  - 📄 hf_sp500.py 1.2 KB
- 📁 index/
  - 📄 __init__.py 81 B
  - 📄 cons.py 7.6 KB
  - 📄 index_cflp.py 4.3 KB
  - 📄 index_cni.py 8.4 KB
  - 📄 index_cons.py 7.4 KB
  - 📄 index_csindex.py 1.9 KB
  - 📄 index_cx.py 16.3 KB
  - 📄 index_drewry.py 2.9 KB
  - 📄 index_eri.py 2.1 KB
  - 📄 index_global_em.py 5.8 KB
  - 📄 index_global_sina.py 2.4 KB
  - 📄 index_hog.py 1.6 KB
  - 📄 index_kq_fz.py 3.3 KB
  - 📄 index_kq_ss.py 3.3 KB
  - 📄 index_option_qvix.py 14.0 KB
  - 📄 index_research_fund_sw.py 4.5 KB
  - 📄 index_research_sw.py 21.2 KB
  - 📄 index_spot.py 1.7 KB
  - 📄 index_stock_hk.py 9.4 KB
  - 📄 index_stock_us_sina.py 1.5 KB
  - 📄 index_stock_zh.py 17.4 KB
  - 📄 index_stock_zh_csindex.py 4.1 KB
  - 📄 index_sugar.py 5.0 KB
  - 📄 index_sw.py 10.2 KB
  - 📄 index_yw.py 3.9 KB
  - 📄 index_zh_a_scope.py 1.3 KB
  - 📄 index_zh_em.py 13.8 KB
- 📁 interest_rate/
  - 📄 __init__.py 81 B
  - 📄 interbank_rate_em.py 4.4 KB
- 📁 movie/
  - 📄 __init__.py 82 B
  - 📄 artist_yien.py 3.8 KB
  - 📄 jm.js 114.4 KB
  - 📄 movie_yien.py 13.3 KB
  - 📄 video_yien.py 3.4 KB
- 📁 news/
  - 📄 __init__.py 82 B
  - 📄 news_baidu.py 8.1 KB
  - 📄 news_cctv.py 7.2 KB
  - 📄 news_stock.py 2.7 KB
- 📁 nlp/
  - 📄 __init__.py 79 B
  - 📄 nlp_interface.py 1.8 KB
- 📁 option/
  - 📄 __init__.py 81 B
  - 📄 cons.py 4.7 KB
  - 📄 option_comm_qihuo.py 3.1 KB
  - 📄 option_commodity.py 25.7 KB
  - 📄 option_commodity_sina.py 7.5 KB
  - 📄 option_contract_info_ctp.py 2.1 KB
  - 📄 option_current_sse.py 2.0 KB
  - 📄 option_current_szse.py 3.5 KB
  - 📄 option_czce.py 2.5 KB
  - 📄 option_daily_stats_sse_szse.py 4.8 KB
  - 📄 option_em.py 5.7 KB
  - 📄 option_finance.py 12.3 KB
  - 📄 option_finance_sina.py 37.0 KB
  - 📄 option_lhb_em.py 8.8 KB
  - 📄 option_margin.py 2.5 KB
  - 📄 option_premium_analysis_em.py 2.5 KB
  - 📄 option_risk_analysis_em.py 2.5 KB
  - 📄 option_risk_indicator_sse.py 2.4 KB
  - 📄 option_value_analysis_em.py 2.6 KB
- 📁 other/
  - 📄 __init__.py 81 B
  - 📄 other_car_cpca.py 34.2 KB
  - 📄 other_car_gasgoo.py 3.0 KB
- 📁 pro/
  - 📄 __init__.py 0 B
  - 📄 client.py 2.2 KB
  - 📄 cons.py 245 B
  - 📄 data_pro.py 831 B
- 📁 qdii/
  - 📄 __init__.py 0 B
  - 📄 qdii_jsl.py 7.7 KB
- 📁 qhkc/
  - 📄 __init__.py 1 B
  - 📄 qhkc_api.py 8.2 KB
- 📁 qhkc_web/
  - 📄 __init__.py 1 B
  - 📄 qhkc_fund.py 17.1 KB
  - 📄 qhkc_index.py 9.3 KB
  - 📄 qhkc_tool.py 9.1 KB
- 📁 rate/
  - 📄 __init__.py 82 B
  - 📄 repo_rate.py 4.2 KB
- 📁 reits/
  - 📄 __init__.py 81 B
  - 📄 reits_basic.py 7.2 KB
- 📁 spot/
  - 📄 __init__.py 82 B
  - 📄 spot_hog_soozhu.py 9.2 KB
  - 📄 spot_price_qh.py 3.7 KB
  - 📄 spot_sge.py 8.5 KB
- 📁 stock/
  - 📄 __init__.py 82 B
  - 📄 cons.py 42.6 KB
  - 📄 stock_allotment_cninfo.py 5.9 KB
  - 📄 stock_ask_bid_em.py 3.3 KB
  - 📄 stock_board_concept_em.py 17.4 KB
  - 📄 stock_board_industry_em.py 18.0 KB
  - 📄 stock_cg_equity_mortgage.py 3.3 KB
  - 📄 stock_cg_guarantee.py 3.8 KB
  - 📄 stock_cg_lawsuit.py 4.0 KB
  - 📄 stock_dividend_cninfo.py 3.5 KB
  - 📄 stock_dzjy_em.py 22.0 KB
  - 📄 stock_fund_em.py 47.8 KB
  - 📄 stock_fund_hold.py 5.9 KB
  - 📄 stock_gsrl_em.py 1.9 KB
  - 📄 stock_hk_comparison_em.py 7.0 KB
  - 📄 stock_hk_famous.py 2.9 KB
  - 📄 stock_hk_fhpx_ths.py 2.1 KB
  - 📄 stock_hk_hot_rank_em.py 4.6 KB
  - 📄 stock_hk_sina.py 10.9 KB
  - 📄 stock_hold_control_cninfo.py 9.8 KB
  - 📄 stock_hold_control_em.py 7.1 KB
  - 📄 stock_hold_num_cninfo.py 3.6 KB
  - 📄 stock_hot_rank_em.py 7.2 KB
  - 📄 stock_hot_search_baidu.py 1.9 KB
  - 📄 stock_hot_up_em.py 2.5 KB
  - 📄 stock_hsgt_em.py 5.0 KB
  - 📄 stock_industry.py 5.6 KB
  - 📄 stock_industry_cninfo.py 6.4 KB
  - 📄 stock_industry_pe_cninfo.py 4.2 KB
  - 📄 stock_industry_sw.py 1.4 KB
  - 📄 stock_info.py 15.9 KB
  - 📄 stock_info_em.py 2.4 KB
  - 📄 stock_intraday_em.py 2.3 KB
  - 📄 stock_intraday_sina.py 2.3 KB
  - 📄 stock_ipo_summary_cninfo.py 3.8 KB
  - 📄 stock_new_cninfo.py 5.6 KB
  - 📄 stock_news_cx.py 1.1 KB
  - 📄 stock_profile_cninfo.py 3.1 KB
  - 📄 stock_profile_em.py 10.7 KB
  - 📄 stock_rank_forecast.py 3.1 KB
  - 📄 stock_repurchase_em.py 4.9 KB
  - 📄 stock_share_changes_cninfo.py 4.8 KB
  - 📄 stock_share_hold.py 10.7 KB
  - 📄 stock_stop.py 1.1 KB
  - 📄 stock_summary.py 12.5 KB
  - 📄 stock_us_famous.py 3.5 KB
  - 📄 stock_us_js.py 2.4 KB
  - 📄 stock_us_pink.py 3.4 KB
  - 📄 stock_us_sina.py 8.0 KB
  - 📄 stock_weibo_nlp.py 3.2 KB
  - 📄 stock_xq.py 4.8 KB
  - 📄 stock_zh_a_sina.py 18.5 KB
  - 📄 stock_zh_a_special.py 9.8 KB
  - 📄 stock_zh_a_tick_tx.py 2.2 KB
  - 📄 stock_zh_ah_tx.py 9.0 KB
  - 📄 stock_zh_b_sina.py 15.7 KB
  - 📄 stock_zh_comparison_em.py 8.8 KB
  - 📄 stock_zh_kcb_report.py 2.8 KB
  - 📄 stock_zh_kcb_sina.py 9.6 KB
- 📁 stock_a/
  - 📄 __init__.py 0 B
  - 📄 stock_board_concept_name_em.py 5.2 KB
  - 📄 stock_individual_fund_flow_rank.py 8.8 KB
  - 📄 stock_zh_a_spot.py 5.9 KB
- 📁 stock_feature/
  - 📄 __init__.py 82 B
  - 📄 cons.py 466 B
  - 📄 stock_a_below_net_asset_statistics.py 2.6 KB
  - 📄 stock_a_high_low.py 2.0 KB
  - 📄 stock_a_indicator.py 2.8 KB
  - 📄 stock_a_pe_and_pb.py 18.6 KB
  - 📄 stock_account_em.py 3.2 KB
  - 📄 stock_all_pb.py 1.2 KB
  - 📄 stock_analyst_em.py 9.2 KB
  - 📄 stock_board_concept_ths.py 11.0 KB
  - 📄 stock_board_industry_ths.py 14.7 KB
  - 📄 stock_buffett_index_lg.py 2.1 KB
  - 📄 stock_classify_sina.py 3.1 KB
  - 📄 stock_comment_em.py 11.5 KB
  - 📄 stock_concept_futu.py 6.1 KB
  - 📄 stock_congestion_lg.py 1.3 KB
  - 📄 stock_cyq_em.py 10.6 KB
  - 📄 stock_disclosure_cninfo.py 10.4 KB
  - 📄 stock_dxsyl_em.py 18.8 KB
  - 📄 stock_ebs_lg.py 1.7 KB
  - 📄 stock_esg_sina.py 11.3 KB
  - 📄 stock_fhps_em.py 9.2 KB
  - 📄 stock_fhps_ths.py 2.1 KB
  - 📄 stock_fund_flow.py 18.2 KB
  - 📄 stock_gddh_em.py 3.5 KB
  - 📄 stock_gdfx_em.py 38.3 KB
  - 📄 stock_gdhs.py 8.9 KB
  - 📄 stock_gdzjc_em.py 4.4 KB
  - 📄 stock_gpzy_em.py 17.5 KB
  - 📄 stock_gxl_lg.py 2.6 KB
  - 📄 stock_hist_em.py 64.0 KB
  - 📄 stock_hist_tx.py 3.3 KB
  - 📄 stock_hk_valuation_baidu.py 1.9 KB
  - 📄 stock_hot_xq.py 8.8 KB
  - 📄 stock_hsgt_em.py 60.8 KB
  - 📄 stock_hsgt_exchange_rate.py 7.0 KB
  - 📄 stock_hsgt_min_em.py 2.8 KB
  - 📄 stock_info.py 7.1 KB
  - 📄 stock_inner_trade_xq.py 2.6 KB
  - 📄 stock_irm_cninfo.py 6.0 KB
  - 📄 stock_jgdy_em.py 5.9 KB
  - 📄 stock_lh_yybpm.py 3.5 KB
  - 📄 stock_lhb_em.py 37.3 KB
  - 📄 stock_lhb_sina.py 9.0 KB
  - 📄 stock_margin_em.py 3.2 KB
  - 📄 stock_margin_sse.py 6.6 KB
  - 📄 stock_margin_szse.py 6.3 KB
  - 📄 stock_market_legu.py 1.9 KB
  - 📄 stock_pankou_em.py 5.4 KB
  - 📄 stock_qsjy_em.py 3.9 KB
  - 📄 stock_report_em.py 17.7 KB
  - 📄 stock_research_report_em.py 6.0 KB
  - 📄 stock_sns_sseinfo.py 4.4 KB
  - 📄 stock_sy_em.py 17.3 KB
  - 📄 stock_technology_ths.py 30.1 KB
  - 📄 stock_tfp_em.py 2.4 KB
  - 📄 stock_three_report_em.py 23.6 KB
  - 📄 stock_ttm_lyr.py 1.5 KB
  - 📄 stock_value_em.py 2.5 KB
  - 📄 stock_yjbb_em.py 4.6 KB
  - 📄 stock_yjyg_cninfo.py 2.8 KB
  - 📄 stock_yjyg_em.py 11.9 KB
  - 📄 stock_yzxdr_em.py 3.1 KB
  - 📄 stock_zdhtmx_em.py 4.4 KB
  - 📄 stock_zf_pg.py 6.2 KB
  - 📄 stock_zh_valuation_baidu.py 1.9 KB
  - 📄 stock_zh_vote_baidu.py 1.7 KB
  - 📄 stock_ztb_em.py 17.5 KB
  - 📄 ths.js 38.7 KB
- 📁 stock_fundamental/
  - 📄 __init__.py 81 B
  - 📄 stock_basic_info_xq.py 3.6 KB
  - 📄 stock_finance_hk_em.py 6.9 KB
  - 📄 stock_finance_sina.py 31.8 KB
  - 📄 stock_finance_ths.py 11.3 KB
  - 📄 stock_finance_us_em.py 10.3 KB
  - 📄 stock_gbjg_em.py 3.5 KB
  - 📄 stock_hold.py 5.3 KB
  - 📄 stock_ipo_declare.py 1.8 KB
  - 📄 stock_kcb_detail_sse.py 941 B
  - 📄 stock_kcb_sse.py 1.5 KB
  - 📄 stock_notice.py 3.8 KB
  - 📄 stock_profit_forecast_em.py 5.6 KB
  - 📄 stock_profit_forecast_hk_etnet.py 5.3 KB
  - 📄 stock_profit_forecast_ths.py 4.6 KB
  - 📄 stock_recommend.py 4.5 KB
  - 📄 stock_register_em.py 15.3 KB
  - 📄 stock_restricted_em.py 13.1 KB
  - 📄 stock_zygc.py 2.7 KB
  - 📄 stock_zyjs_ths.py 1.5 KB
- 📁 tool/
  - 📄 __init__.py 81 B
  - 📄 trade_date_hist.py 1.4 KB
- 📁 utils/
  - 📄 __init__.py 81 B
  - 📄 cons.py 225 B
  - 📄 context.py 934 B
  - 📄 demjson.py 244.4 KB
  - 📄 func.py 2.3 KB
  - 📄 multi_decrypt.py 1.6 KB
  - 📄 token_process.py 667 B
  - 📄 tqdm.py 847 B
- 📄 __init__.py 195.4 KB
- 📄 datasets.py 963 B
- 📄 exceptions.py 878 B
- 📄 request.py 4.2 KB
📁 references/
- 📄 endpoints.md 2.9 KB
- 📄 examples.md 1.5 KB
📁 scripts/
- 📄 akshare_fetch.py 7.9 KB
📄 SKILL.md 4.1 KB

SKILL.md

---
name: akshare-a-shares
description: 针对中国A股的行情与数据查询（基于本地 akshare 源代码与API映射）。当用户请求获取A股实时行情、历史K线（日/周/月）、分钟级分时（1/5/15/30/60）、复权数据（前复权/后复权）、股东户数（含详情）、以及巨潮资讯公告披露结果时使用本Skill。默认优先使用东方财富(EM)接口；如用户指定新浪(Sina)来源或需要特定接口，则按映射调用对应函数。可使用内置脚本输出CSV/JSON，或内联Python调用。
---

# A股数据查询（akshare）

本Skill指导如何基于本地 akshare 源码目录的数据接口完成 A 股数据查询，并提供一个可直接运行的脚本以便快速拉取数据。

目录约定：本地 akshare 源位于 `Recents/akshare`（相对当前工作目录）。如不一致，请在执行脚本前修改脚本内 `AK_PATH`。

## 快速开始

- 方式一（推荐）脚本直取：使用 `scripts/akshare_fetch.py` 拉取数据，支持 CSV 或 JSON 输出。
  - 示例见 `references/examples.md`
- 方式二 内联Python：在任务中按“接口映射”选定函数与参数，直接编写最小可运行代码。

## 核心流程

1) 识别用户意图与来源
   - 行情总览（实时行情）、历史K线（日/周/月）、分钟分时、复权、股东户数、公告检索等
   - 来源优先级：未指定则默认 EastMoney(EM)；用户指明“新浪”则用 Sina 接口
2) 选择接口与参数
   - 查 `references/endpoints.md` 的“意图→接口”映射与参数说明
3) 拉取与校验
   - 使用脚本或内联Python调用；如返回为空，检查代码格式（是否需交易所前缀、日期格式、是否退市等）
4) 返回结果
   - 表格/CSV/JSON；必要时附带参数回显与数据来源

## 接口映射总览（最常用）

- 实时全市场 A 股：`stock_feature.stock_hist_em.stock_zh_a_spot_em()`
- 历史K线（日/周/月，支持复权）：`stock_feature.stock_hist_em.stock_zh_a_hist(symbol, period, start_date, end_date, adjust)`
- 分钟分时（1/5/15/30/60，支持复权）：`stock_feature.stock_hist_em.stock_zh_a_hist_min_em(symbol, start_date, end_date, period, adjust)`
- 股东户数（批量/季度末）：`stock_feature.stock_gdhs.stock_zh_a_gdhs(symbol)`；详情：`stock_feature.stock_gdhs.stock_zh_a_gdhs_detail_em(symbol)`
- 公告披露（巨潮资讯）：`stock_feature.stock_disclosure_cninfo.stock_zh_a_disclosure_report_cninfo(...)`、`stock_zh_a_disclosure_relation_cninfo(...)`
- 新浪来源（如指定）：实时报价 `stock.stock_zh_a_sina.stock_zh_a_spot()`、日线/复权 `stock.stock_zh_a_sina.stock_zh_a_daily(...)`、分钟线 `stock.stock_zh_a_sina.stock_zh_a_minute(...)`

详细参数、示例与注意事项见 `references/endpoints.md` 与 `references/examples.md`。

## 使用内置脚本

脚本路径：`scripts/akshare_fetch.py`

- 基本用法（CSV）：
  - `python3 scripts/akshare_fetch.py spot --source em --format csv`
  - `python3 scripts/akshare_fetch.py hist --symbol 600519 --period daily --start 20200101 --end 20251231 --adjust qfq --format csv`
  - 更多示例见 `references/examples.md`

脚本特性：
- 自动将 `Recents/akshare` 加入 `sys.path`，直接导入本地 akshare 源
- 默认输出到标准输出；`--format json` 输出JSON
- 依赖：`python3`、`pandas`、`requests`（Sina 接口还需 `py_mini_racer`）
- 若依赖缺失，会给出友好错误提示

## 符号与日期规范

- `EM` 接口通常使用纯数字代码：沪市以 `6` 开头（如 `600519`），深市以 `0/3` 开头（如 `000001`）
- `Sina` 接口部分函数使用带交易所前缀的代码（如 `sh600519`、`sz000001`）
- 日期：`YYYYMMDD`（日/周/月K）；分钟分时使用 `YYYY-MM-DD HH:MM:SS`
- 复权：`adjust` 取值 `{ "": 不复权, "qfq": 前复权, "hfq": 后复权 }`

## 仅在需要时阅读的参考

- `references/endpoints.md`：接口清单、参数与返回字段概述
- `references/examples.md`：常见请求的可直接运行示例及脚本命令

请按需加载参考文件，避免无关内容占用上下文。

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