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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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runtime/skills/tushare-finance/reference/接口文档/柜台流通式债券最优报价.md Normal file
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# 柜台流通式债券最优报价
**文档ID**: 323
**原始链接**: https://tushare.pro/document/2?doc_id=323
---
## 柜台流通式债券最优报价
接口：bc_bestotcqt描述：柜台流通式债券最优报价限量：单次最大2000，可多次提取，总量不限制积分：用户需要至少500积分可以试用调取，2000积分以上频次相对较高，积分越多权限越大，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>N</td>
<td>报价日期(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>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>N</td>
<td>报价日期</td>
</tr>
<tr>
<td>ts_code</td>
<td>str</td>
<td>N</td>
<td>债券编码</td>
</tr>
<tr>
<td>name</td>
<td>str</td>
<td>N</td>
<td>债券简称</td>
</tr>
<tr>
<td>remain_maturity</td>
<td>str</td>
<td>N</td>
<td>剩余期限</td>
</tr>
<tr>
<td>bond_type</td>
<td>str</td>
<td>N</td>
<td>债券类型</td>
</tr>
<tr>
<td>best_buy_bank</td>
<td>str</td>
<td>N</td>
<td>最优报买价方</td>
</tr>
<tr>
<td>best_buy_yield</td>
<td>float</td>
<td>N</td>
<td>投资者最优买入价到期收益率（%）</td>
</tr>
<tr>
<td>best_buy_price</td>
<td>float</td>
<td>N</td>
<td>投资者最优买入全价</td>
</tr>
<tr>
<td>best_sell_bank</td>
<td>str</td>
<td>N</td>
<td>最优卖报价方</td>
</tr>
<tr>
<td>best_sell_yield</td>
<td>float</td>
<td>N</td>
<td>投资者最优卖出价到期收益率（%）</td>
</tr>
<tr>
<td>best_sell_price</td>
<td>float</td>
<td>N</td>
<td>投资者最优卖出全价</td>
</tr>
</tbody></table>
接口示例
```
pro = ts.pro_api(your token)
#获取柜台流通式债券最优报价
df = pro.bc_bestotcqt(ts_code='200013.BC',start_date='20240325',end_date='20240329',fields='trade_date,ts_code,name,remain_maturity,best_buy_bank,best_buy_yield,best_sell_bank,best_sell_yield')
```
数据示例
```
trade_date ts_code name remain_maturity best_buy_bank best_buy_yield best_sell_bank best_sell_yield
0 20240325 200013.BC 20附息国债13 1年211天 建设银行 1.9041 工商银行 1.9227
1 20240326 200013.BC 20附息国债13 1年210天 工商银行 1.8813 工商银行 1.9133
2 20240327 200013.BC 20附息国债13 1年209天 工商银行 1.8718 工商银行 1.9039
3 20240328 200013.BC 20附息国债13 1年208天 工商银行 1.8623 建设银行 1.8921
4 20240329 200013.BC 20附息国债13 1年207天 工商银行 1.8528 交通银行 1.8464
```