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feat: multimodal image clients, workspaces, Tushare skill, test fixes
- Replace monolithic image_message_client with HTTP/OCR/legacy modules; tighten OpenAI transport + tool schemas for multimodal downgrade to OCR specialist path. - Add image/stock workspace prompts (META/SOUL/ROLE_SYSTEM); register experts; tweak specialist agent/direct loop/query_image_attachment. - Add bundled runtime/skills/tushare-finance (references, api_client, SKILL metadata). - Document OCR-related env vars; admin chat tweaks; README; weixin_install Ensure-OfficialPluginRuntimeDeps helper. - Tests: multimodal downgrade + OCR coverage, strict tool pairing in attachment replay guard, workspace contract skips _internal/_system dirs, router/trace/prompt guards. Co-authored-by: Cursor <cursoragent@cursor.com>
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runtime/skills/tushare-finance/reference/接口文档/指数日线行情.md
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runtime/skills/tushare-finance/reference/接口文档/指数日线行情.md
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# 指数日线行情
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**文档ID**: 95
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**原始链接**: https://tushare.pro/document/2?doc_id=95
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---
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## 指数日线行情
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接口：index_daily，可以通过数据工具调试和查看数据。描述：获取指数每日行情，还可以通过bar接口获取。由于服务器压力，目前规则是单次调取最多取8000行记录，可以设置start和end日期补全。指数行情也可以通过通用行情接口获取数据．权限：用户累积2000积分可调取，5000积分以上频次相对较高。本接口不包括申万行情数据，申万等行业指数行情需5000积分以上，具体请参阅积分获取办法
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输入参数
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<table>
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<thead>
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<tr>
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<th>名称</th>
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<th>类型</th>
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<th>必选</th>
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<th>描述</th>
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</tr>
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</thead>
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<tbody><tr>
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<td>ts_code</td>
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<td>str</td>
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<td>Y</td>
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<td>指数代码，来源<a href="https://tushare.pro/document/2?doc_id=94">指数基础信息接口</a></td>
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</tr>
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<tr>
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<td>trade_date</td>
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<td>str</td>
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<td>N</td>
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<td>交易日期 （日期格式：YYYYMMDD，下同）</td>
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</tr>
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<tr>
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<td>start_date</td>
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<td>str</td>
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<td>N</td>
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<td>开始日期</td>
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</tr>
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<tr>
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<td>end_date</td>
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<td>str</td>
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<td>N</td>
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<td>结束日期</td>
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</tr>
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</tbody></table>
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输出参数
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<table>
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<thead>
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<tr>
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<th>名称</th>
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<th>类型</th>
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<th>描述</th>
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</tr>
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</thead>
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<tbody><tr>
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<td>ts_code</td>
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<td>str</td>
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<td>TS指数代码</td>
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</tr>
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<tr>
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<td>trade_date</td>
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<td>str</td>
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<td>交易日</td>
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</tr>
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<tr>
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<td>close</td>
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<td>float</td>
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<td>收盘点位</td>
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</tr>
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<tr>
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<td>open</td>
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<td>float</td>
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<td>开盘点位</td>
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</tr>
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<tr>
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<td>high</td>
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<td>float</td>
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<td>最高点位</td>
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</tr>
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<tr>
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<td>low</td>
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<td>float</td>
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<td>最低点位</td>
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</tr>
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<tr>
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<td>pre_close</td>
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<td>float</td>
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<td>昨日收盘点</td>
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</tr>
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<tr>
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<td>change</td>
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<td>float</td>
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<td>涨跌点</td>
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</tr>
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<tr>
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<td>pct_chg</td>
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<td>float</td>
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<td>涨跌幅（%）</td>
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</tr>
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<tr>
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<td>vol</td>
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<td>float</td>
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<td>成交量（手）</td>
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</tr>
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<tr>
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<td>amount</td>
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<td>float</td>
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<td>成交额（千元）</td>
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</tr>
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</tbody></table>
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接口使用
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```
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pro = ts.pro_api()
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df = pro.index_daily(ts_code='399300.SZ')
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#或者按日期取
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df = pro.index_daily(ts_code='399300.SZ', start_date='20180101', end_date='20181010')
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```
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数据样例
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```
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ts_code trade_date close open high low \
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0 399300.SZ 20180903 3321.8248 3320.6898 3325.6070 3291.7842
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1 399300.SZ 20180831 3334.5036 3333.3801 3356.5757 3310.8726
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2 399300.SZ 20180830 3351.0942 3385.8052 3402.5626 3349.4688
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3 399300.SZ 20180829 3386.5736 3393.0527 3398.7139 3377.1231
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4 399300.SZ 20180828 3400.1705 3408.1502 3416.5929 3388.8143
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5 399300.SZ 20180827 3406.5735 3339.3894 3406.5735 3339.2646
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6 399300.SZ 20180824 3325.3347 3308.4778 3353.0445 3291.8654
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7 399300.SZ 20180823 3320.0257 3308.4589 3336.1123 3285.8141
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8 399300.SZ 20180822 3307.9545 3328.9693 3328.9693 3299.3938
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9 399300.SZ 20180821 3326.6489 3271.8402 3331.7077 3270.0302
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10 399300.SZ 20180820 3267.2498 3238.2150 3267.2498 3209.0115
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11 399300.SZ 20180817 3229.6198 3305.8954 3311.5729 3224.0999
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12 399300.SZ 20180816 3276.7276 3251.8556 3315.2031 3231.5561
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13 399300.SZ 20180815 3291.9760 3371.9590 3372.1369 3288.7088
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14 399300.SZ 20180814 3372.9137 3386.4832 3391.7290 3356.6142
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15 399300.SZ 20180813 3390.3441 3369.9812 3396.1883 3336.6956
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16 399300.SZ 20180810 3405.0191 3398.4139 3424.0411 3380.5731
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```
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