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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# 月线行情
**文档ID**: 145
**原始链接**: https://tushare.pro/document/2?doc_id=145
---
## 月线行情
接口:monthly描述:获取A股月线数据限量:单次最大4500行,总量不限制积分:用户需要至少2000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>ts_code</td>
<td>str</td>
<td>N</td>
<td>TS代码 (ts_code,trade_date两个参数任选一)</td>
</tr>
<tr>
<td>trade_date</td>
<td>str</td>
<td>N</td>
<td>交易日期 (每月最后一个交易日日期,YYYYMMDD格式)</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>
</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>ts_code</td>
<td>str</td>
<td>Y</td>
<td>股票代码</td>
</tr>
<tr>
<td>trade_date</td>
<td>str</td>
<td>Y</td>
<td>交易日期</td>
</tr>
<tr>
<td>close</td>
<td>float</td>
<td>Y</td>
<td>月收盘价</td>
</tr>
<tr>
<td>open</td>
<td>float</td>
<td>Y</td>
<td>月开盘价</td>
</tr>
<tr>
<td>high</td>
<td>float</td>
<td>Y</td>
<td>月最高价</td>
</tr>
<tr>
<td>low</td>
<td>float</td>
<td>Y</td>
<td>月最低价</td>
</tr>
<tr>
<td>pre_close</td>
<td>float</td>
<td>Y</td>
<td>上月收盘价</td>
</tr>
<tr>
<td>change</td>
<td>float</td>
<td>Y</td>
<td>月涨跌额</td>
</tr>
<tr>
<td>pct_chg</td>
<td>float</td>
<td>Y</td>
<td>月涨跌幅 (未复权,如果是复权请用 <a href="https://tushare.pro/document/2?doc_id=109">通用行情接口</a> )</td>
</tr>
<tr>
<td>vol</td>
<td>float</td>
<td>Y</td>
<td>月成交量</td>
</tr>
<tr>
<td>amount</td>
<td>float</td>
<td>Y</td>
<td>月成交额</td>
</tr>
</tbody></table>
接口用法
```
pro = ts.pro_api()
df = pro.monthly(ts_code='000001.SZ', start_date='20180101', end_date='20181101', fields='ts_code,trade_date,open,high,low,close,vol,amount')
```
或者
```
df = pro.monthly(trade_date='20181031', fields='ts_code,trade_date,open,high,low,close,vol,amount')
```
数据样例
```
ts_code trade_date close open high low vol \
0 000001.SZ 20181031 10.91 10.70 11.46 9.70 27801557.09
1 000001.SZ 20180930 11.05 10.09 11.27 9.68 18821004.99
2 000001.SZ 20180831 10.13 9.42 10.43 8.64 21896873.02
3 000001.SZ 20180731 9.42 9.05 9.59 8.45 20430278.02
4 000001.SZ 20180630 9.09 10.15 10.46 8.87 18179888.58
5 000001.SZ 20180531 10.18 10.97 11.23 10.02 18267177.83
6 000001.SZ 20180430 10.85 10.87 11.94 10.51 23495990.53
7 000001.SZ 20180331 10.90 11.92 12.34 10.55 23129969.15
8 000001.SZ 20180228 12.05 13.95 14.57 11.38 25624473.21
9 000001.SZ 20180131 14.05 13.35 15.13 12.86 46145376.46
10 000001.SZ 20171231 13.30 13.40 13.86 12.64 29661838.16
11 000001.SZ 20171130 13.38 11.56 15.24 11.09 42481293.87
12 000001.SZ 20171031 11.54 11.57 11.73 11.12 13951964.07
13 000001.SZ 20170930 11.11 11.28 11.94 10.82 16101838.41
14 000001.SZ 20170831 11.28 10.64 11.74 9.99 26281362.76
15 000001.SZ 20170731 10.67 9.40 11.33 9.27 35360949.04
16 000001.SZ 20170630 9.39 9.20 9.49 8.99 12718091.74
17 000001.SZ 20170531 9.20 8.96 9.23 8.54 12252646.46
18 000001.SZ 20170430 8.99 9.16 9.22 8.89 8024338.26
19 000001.SZ 20170331 9.17 9.49 9.55 9.06 12889345.37
20 000001.SZ 20170228 9.48 9.34 9.62 9.23 8460527.09
21 000001.SZ 20170131 9.33 9.11 9.34 9.07 7629258.66
amount
0 2.960878e+07
1 1.942842e+07
2 2.088672e+07
3 1.832737e+07
4 1.791251e+07
5 1.965278e+07
6 2.655691e+07
7 2.692560e+07
8 3.322504e+07
9 6.454870e+07
10 3.914290e+07
11 5.604279e+07
12 1.597217e+07
13 1.827867e+07
14 2.859479e+07
15 3.736988e+07
16 1.171552e+07
17 1.083921e+07
18 7.268941e+06
19 1.197751e+07
20 7.977982e+06
21 7.001209e+06
```