SWHY(SZ:000166) Shenwan Hongyuan Securities·2026-03-28 14:43Group 1: Report Industry Investment Rating - No relevant content provided Group 2: Core Viewpoints of the Report - OpenClaw can reproduce research reports and conduct regular monitoring, which is a typical scenario suitable for OpenClaw in investment research work [1] - OpenClaw has strong reading and summarizing abilities for research reports, but the process of reproducing models requires repeated error correction [1] - The follow - up tracking and regular prompting of the model can better demonstrate the advantages of OpenClaw, such as timing tasks and automation of complex chain work [1] - Currently, OpenClaw still has a certain gap compared with specialized code platforms in report reproduction, but it has unique interaction modes and advantages in monitoring and regular prompting [1] Group 3: Summary According to the Directory 1. OpenClaw's Reproduction of Shenwan Hongyuan's Technical Pattern Research Report 1.1 OpenClaw's Reading and Summarizing of the Research Report - By sending the PDF version of the research report to the OpenClaw dialogue window through Feishu, OpenClaw can read and summarize the report. Its summary of the report is complete and accurate, and the sorting process is consistent with the original report [4][7] 1.2 Repeated Error Correction in the Reproduction Process - OpenClaw has some uncertainties in understanding the details of the logic. After confirming the details, the written code still has errors. By asking OpenClaw to describe the code logic in words, possible errors can be quickly found [12][15] 2. Results of the Research Report Reproduction 2.1 Statistical Results of the Identified Divergence Pattern Returns - After repeated error correction, the complete model of the research report is reproduced. After the divergence occurs, the subsequent performance of stocks with top divergence shows an obvious decline, while stocks with bottom divergence show an obvious increase. The winning rate of 10 trading days can reach about 70%. After confirmation, the returns change significantly, and the divergence occurrence is more meaningful for investment [34][36] 2.2 Distribution Statistics of the Identified Divergence Pattern Returns - The return distribution of top - divergence stocks shows an obvious long - tail effect, and there is a possibility of missing big - bull stocks. The return distribution of bottom - divergence stocks also has a long - tail effect, but the "tail up" effect is not obvious, and there is a possibility of continued decline [39][46] 3. Regular Monitoring of the Divergence Pattern - After completing the calculation, a regular monitoring system for stock divergence patterns is set up through OpenClaw, which can automatically extract market data, identify patterns, and prompt divergence signals [49][60] 4. Thoughts and Summaries - OpenClaw shows good reading and summarizing abilities for research reports, but there are many small problems in model reproduction. It is expected that its usability will be improved in the future. Although it has a gap with specialized code platforms in report reproduction, it has unique interaction modes and advantages in monitoring and regular prompting [61][62]