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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/股票开户数据(旧).md
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runtime/skills/tushare-finance/reference/接口文档/股票开户数据(旧).md
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# 股票开户数据（旧）
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**文档ID**: 165
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**原始链接**: https://tushare.pro/document/2?doc_id=165
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---
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## 股票账户开户数据（旧）
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接口：stk_account_old描述：获取股票账户开户数据旧版格式数据，数据从2008年1月开始，到2015年5月29，新数据请通过股票开户数据获取。积分：600积分可调取，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>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>默认显示</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>date</td>
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<td>str</td>
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<td>Y</td>
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<td>统计周期</td>
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</tr>
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<tr>
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<td>new_sh</td>
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<td>int</td>
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<td>Y</td>
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<td>本周新增（上海，户）</td>
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</tr>
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<tr>
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<td>new_sz</td>
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<td>int</td>
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<td>Y</td>
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<td>本周新增（深圳，户）</td>
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</tr>
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<tr>
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<td>active_sh</td>
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<td>float</td>
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<td>Y</td>
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<td>期末有效账户（上海，万户）</td>
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</tr>
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<tr>
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<td>active_sz</td>
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<td>float</td>
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<td>Y</td>
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<td>期末有效账户（深圳，万户）</td>
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</tr>
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<tr>
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<td>total_sh</td>
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<td>float</td>
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<td>Y</td>
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<td>期末账户数（上海，万户）</td>
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</tr>
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<tr>
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<td>total_sz</td>
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<td>float</td>
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<td>Y</td>
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<td>期末账户数（深圳，万户）</td>
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</tr>
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<tr>
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<td>trade_sh</td>
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<td>float</td>
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<td>Y</td>
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<td>参与交易账户数（上海，万户）</td>
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</tr>
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<tr>
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<td>trade_sz</td>
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<td>float</td>
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<td>Y</td>
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<td>参与交易账户数（深圳，万户）</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.stk_account_old(start_date='20140101', end_date='20141231')
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```
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数据示例
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```
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date new_sh new_sz active_sh active_sz total_sh total_sz \
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0 20141229~0102 157871 152943 7187.12 7027.58 9269.40 9131.77
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1 20141222~1226 279044 268562 7171.13 7011.97 9254.69 9117.34
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2 20141215~1219 322400 310114 7142.80 6984.49 9228.68 9092.02
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3 20141208~1212 454796 437448 7109.96 6952.60 9198.74 9062.83
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4 20141201~1205 306085 292176 7063.30 6907.28 9156.27 9021.43
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5 20141124~1128 190694 179377 7031.79 6876.74 9127.81 8993.78
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6 20141117~1121 121884 112181 7012.31 6858.11 9110.03 8976.76
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7 20141110~1114 125695 117912 7000.00 6846.61 9098.66 8966.15
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8 20141103~1107 121205 114562 6987.25 6834.46 9086.97 8954.99
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9 20141027~1031 111282 106319 6974.95 6822.66 9075.72 8944.18
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10 20141020~1024 106926 103467 6963.70 6811.77 9065.35 8934.12
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11 20141013~1017 122201 120783 6952.91 6801.17 9055.43 8924.35
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12 20141008~1010 77637 77278 6940.49 6788.71 9044.10 8912.93
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13 20140929~1003 48397 47825 6932.63 6780.71 9036.90 8905.59
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14 20140922~0926 110845 108871 6927.75 6775.81 9032.46 8901.11
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15 20140915~0919 109261 107790 6916.49 6764.56 9022.26 8890.85
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16 20140909~0912 89155 88151 6905.34 6753.39 9012.24 8880.75
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17 20140901~0905 82987 82151 6896.25 6744.24 9004.09 8872.48
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18 20140825~0829 80279 79732 6887.85 6735.80 8996.52 8864.80
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19 20140818~0822 87261 86458 6879.80 6727.66 8989.21 8857.35
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20 20140811~0815 76158 75789 6871.01 6718.81 8981.23 8849.26
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trade_sh trade_sz
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0 962.11 770.00
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1 1262.57 1010.97
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2 1328.72 1118.42
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3 1423.32 1209.22
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4 1291.36 1142.27
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5 1047.42 979.97
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6 720.30 696.37
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7 875.06 810.11
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8 839.16 803.56
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9 793.85 783.00
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10 676.26 715.03
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11 805.18 845.42
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12 635.07 707.21
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13 469.69 527.89
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14 746.12 806.42
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15 803.06 847.07
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16 708.86 766.22
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17 745.14 798.20
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18 617.42 696.66
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19 693.70 776.73
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20 656.34 728.21
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```
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