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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/龙虎榜机构交易单.md Normal file
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# 龙虎榜机构交易单
**文档ID**: 107
**原始链接**: https://tushare.pro/document/2?doc_id=107
---
## 龙虎榜机构明细
接口：top_inst描述：龙虎榜机构成交明细限量：单次请求最大返回10000行数据，可根据参数循环获取全部历史积分：用户需要至少5000积分才可以调取，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>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>N</td>
<td>TS代码</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>TS代码</td>
</tr>
<tr>
<td>exalter</td>
<td>str</td>
<td>Y</td>
<td>营业部名称</td>
</tr>
<tr>
<td>side</td>
<td>str</td>
<td>Y</td>
<td>买卖类型0：买入金额最大的前5名， 1：卖出金额最大的前5名</td>
</tr>
<tr>
<td>buy</td>
<td>float</td>
<td>Y</td>
<td>买入额（元）</td>
</tr>
<tr>
<td>buy_rate</td>
<td>float</td>
<td>Y</td>
<td>买入占总成交比例</td>
</tr>
<tr>
<td>sell</td>
<td>float</td>
<td>Y</td>
<td>卖出额（元）</td>
</tr>
<tr>
<td>sell_rate</td>
<td>float</td>
<td>Y</td>
<td>卖出占总成交比例</td>
</tr>
<tr>
<td>net_buy</td>
<td>float</td>
<td>Y</td>
<td>净成交额（元）</td>
</tr>
<tr>
<td>reason</td>
<td>str</td>
<td>Y</td>
<td>上榜理由</td>
</tr>
</tbody></table>
接口用法
```
pro = ts.pro_api()
df = pro.top_inst(trade_date='20210525')
或者
df = pro.query('top_inst', trade_date='20210524', ts_code='000592.SZ', fileds='trade_date,buy,sell,side,reason')
```
```
trade_date buy sell side reason
0 20210524 19627524.05 25593683.67 0 涨幅偏离值达7%的证券
1 20210524 9091252.00 18009704.00 0 涨幅偏离值达7%的证券
2 20210524 35168640.99 13344062.12 0 涨幅偏离值达7%的证券
3 20210524 18812912.60 12121352.00 0 涨幅偏离值达7%的证券
4 20210524 1684986.00 12076417.00 0 涨幅偏离值达7%的证券
5 20210524 37071259.81 3956982.00 1 涨幅偏离值达7%的证券
6 20210524 35168640.99 13344062.12 1 涨幅偏离值达7%的证券
7 20210524 21487772.44 84795.00 1 涨幅偏离值达7%的证券
8 20210524 19627524.05 25593683.67 1 涨幅偏离值达7%的证券
9 20210524 18812912.60 12121352.00 1 涨幅偏离值达7%的证券
10 20210524 28720777.05 53009929.06 0 连续三个交易日内，涨幅偏离值累计达20%的证券
11 20210524 35504648.99 46382533.92 0 连续三个交易日内，涨幅偏离值累计达20%的证券
12 20210524 35344119.44 46305551.88 0 连续三个交易日内，涨幅偏离值累计达20%的证券
13 20210524 9091252.00 26481086.00 0 连续三个交易日内，涨幅偏离值累计达20%的证券
14 20210524 23609443.87 23791701.41 0 连续三个交易日内，涨幅偏离值累计达20%的证券
15 20210524 49699663.21 3956982.00 1 连续三个交易日内，涨幅偏离值累计达20%的证券
16 20210524 35504648.99 46382533.92 1 连续三个交易日内，涨幅偏离值累计达20%的证券
17 20210524 35344119.44 46305551.88 1 连续三个交易日内，涨幅偏离值累计达20%的证券
18 20210524 29607924.52 19374138.00 1 连续三个交易日内，涨幅偏离值累计达20%的证券
19 20210524 28720777.05 53009929.06 1 连续三个交易日内，涨幅偏离值累计达20%的证券
```