| Model,Agent_Name,Error_Count | |
| DeepSeek-R1,Specialized Chapter Research Agent,4 | |
| DeepSeek-R1,Professional Chapter Content Writer,2 | |
| DeepSeek-R1,Expert Research Agent for Book Outline Planning,1 | |
| DeepSeek-R1,Senior Book Editor and Quality Assurance Specialist,1 | |
| DeepSeek-V3-1,Senior Book Editor and Quality Assurance Specialist,1 | |