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feat: multimodal image clients, workspaces, Tushare skill, test fixes

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- 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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oliver 2026-05-10 04:41:42 +08:00
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runtime/skills/tushare-finance/reference/接口文档/ETF份额规模.md Normal file
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# ETF份额规模
**文档ID**: 408
**原始链接**: https://tushare.pro/document/2?doc_id=408
---
### 接口介绍
接口：etf_share_size描述：获取沪深ETF每日份额和规模数据，能体现规模份额的变化，掌握ETF资金动向，同时提供每日净值和收盘价；数据指标是分批入库，建议在每日19点后提取；另外，涉及海外的ETF数据更新会晚一些属于正常情况。限量：单次最大5000条，可根据代码或日期循环提取积分：需要8000积分可以调取，具体请参阅积分获取办法
### 输入参数
<table>
<thead>
<tr>
<th>名称</th>
<th>类型</th>
<th>必选</th>
<th>描述</th>
</tr>
</thead>
<tbody>
<tr>
<td>ts_code</td>
<td>str</td>
<td>N</td>
<td>基金代码 （可从ETF基础信息接口提取）</td>
</tr>
<tr>
<td>trade_date</td>
<td>str</td>
<td>N</td>
<td>交易日期（YYYYMMDD格式，下同）</td>
</tr>
<tr>
<td>start_date</td>
<td>str</td>
<td>N</td>
<td>开始日期</td>
</tr>
<tr>
<td>end_date</td>
<td>str</td>
<td>N</td>
<td>结束日期</td>
</tr>
<tr>
<td>exchange</td>
<td>str</td>
<td>N</td>
<td>交易所（SSE上交所 SZSE深交所）</td>
</tr>
</tbody>
</table>
### 输出参数
<table>
<thead>
<tr>
<th>名称</th>
<th>类型</th>
<th>默认显示</th>
<th>描述</th>
</tr>
</thead>
<tbody>
<tr>
<td>trade_date</td>
<td>str</td>
<td>Y</td>
<td>交易日期</td>
</tr>
<tr>
<td>ts_code</td>
<td>str</td>
<td>Y</td>
<td>ETF代码</td>
</tr>
<tr>
<td>etf_name</td>
<td>str</td>
<td>Y</td>
<td>基金名称</td>
</tr>
<tr>
<td>total_share</td>
<td>float</td>
<td>Y</td>
<td>总份额（万份）</td>
</tr>
<tr>
<td>total_size</td>
<td>float</td>
<td>Y</td>
<td>总规模（万元）</td>
</tr>
<tr>
<td>nav</td>
<td>float</td>
<td>N</td>
<td>基金份额净值(元)</td>
</tr>
<tr>
<td>close</td>
<td>float</td>
<td>N</td>
<td>收盘价（元）</td>
</tr>
<tr>
<td>exchange</td>
<td>str</td>
<td>Y</td>
<td>交易所（SSE上交所 SZSE深交所 BSE北交所）</td>
</tr>
</tbody>
</table>
### 代码示例
```
#获取”沪深300ETF华夏”ETF2025年以来每个交易日的份额和规模情况
df = pro.etf_share_size(ts_code='510330.SH', start_date='20250101', end_date='20251224')
#获取2025年12月24日上交所的所有ETF份额和规模情况
df = pro.etf_share_size(trade_date='20251224', exchange='SSE')
```
### 数据结果
```
trade_date ts_code etf_name total_share total_size exchange
0 20251224 510330.SH 沪深300ETF华夏 4741854.98 2.287898e+07 SSE
1 20251222 510330.SH 沪深300ETF华夏 4746894.98 2.279127e+07 SSE
2 20251219 510330.SH 沪深300ETF华夏 4756974.98 2.262512e+07 SSE
3 20251218 510330.SH 沪深300ETF华夏 4757514.98 2.253778e+07 SSE
4 20251217 510330.SH 沪深300ETF华夏 4756884.98 2.266418e+07 SSE
.. ... ... ... ... ... ...
232 20250108 510330.SH 沪深300ETF华夏 4032384.98 1.599808e+07 SSE
233 20250107 510330.SH 沪深300ETF华夏 4009164.98 1.592962e+07 SSE
234 20250106 510330.SH 沪深300ETF华夏 3999084.98 1.577239e+07 SSE
235 20250103 510330.SH 沪深300ETF华夏 3994674.98 1.578176e+07 SSE
236 20250102 510330.SH 沪深300ETF华夏 3986754.98 1.593905e+07 SSE
```