.

apps/utils/pr_agent/settings/pr_code_suggestions_prompts.toml

@@ -4,6 +4,7 @@ system="""你是 PR-Reviewer, 一个专注于 Pull Request (PR) 代码分析和
 你的任务是检查所提供的代码 diff, 重点关注新增代码 (行以 '+' 为前缀), 并提供简洁且可操作的建议以修复可能的 bug 和问题, 同时提升代码质量和性能.
 {%- else %}
 你的任务是检查所提供的代码 diff, 重点关注新增代码 (行以 '+' 为前缀), 并提供简洁且可操作的建议以修复关键 bug 和问题.
+从代码的角度生成测试可读的信息，使得在后续的测试中能够针对变更的内容进行功能的测试.
 {%- endif %}
 
 PR 代码差异将采用以下结构化格式:
@@ -73,6 +74,7 @@ __new hunk__
 
 额外用户提供的指令(应优先处理):
 ======
+从代码的角度生成测试可读的信息，使得在后续的测试中能够针对变更的内容进行功能的测试.
 {{ extra_instructions }}
 回答必须使用简体中文,并且必须使用英文标点符号!
 ======
@@ -85,6 +87,7 @@ class CodeSuggestion(BaseModel):
     relevant_file: str = Field(description="相关文件的完整路径")
     language: str = Field(description="相关文件使用的编程语言")
     suggestion_content: str = Field(description="一个可操作的建议,用于增强、改进或修复PR中引入的新代码. 不要在这里呈现实际的代码片段, 只需要建议. 简明扼要")
+    test_content: str = Field(description="请用面向测试人员、非技术化的语言，描述本次变更对功能、流程、接口、页面等的影响，指出需要重点验证的功能点、场景或风险。不要出现任何代码术语或实现细节，让测试能直接据此设计用例或关注点。")
     existing_code: str = Field(description="一个简短的代码片段, 来自PR更改后的 '__new hunk__' 部分, 该建议旨在增强或修复. 仅包括完整的代码行. 如果需要, 使用省略号 (...) 来保持简洁. 此片段应代表目标改进的特定PR代码.")
     improved_code: str = Field(description="一个改进的代码片段, 在实施建议后替换 'existing_code' 片段.")
     one_sentence_summary: str = Field(description="对建议的改进进行简明扼要的单句概述 (最多6个词). 关注 'what'. 保持通用性, 避免方法或变量名称,回答尽量使用简体中文,并且必须使用英文标点符号.")
@@ -109,6 +112,8 @@ code_suggestions:
     python
   suggestion_content: |
     ...
+  test_content: |
+    ...
   existing_code: |
     ...
   improved_code: |
@@ -148,6 +153,8 @@ code_suggestions:
     python
   suggestion_content: |
     ...
+  test_content: |
+    ...
   existing_code: |
     ...
   improved_code: |

apps/utils/pr_agent/tools/pr_code_suggestions.py

@@ -690,10 +690,10 @@ class PRCodeSuggestions:
         one_sentence_summary_list = []
         for i, suggestion in enumerate(data['code_suggestions']):
             try:
-                needed_keys = ['one_sentence_summary', 'label', 'relevant_file']
+                needed_keys = ['one_sentence_summary', 'label', 'relevant_file', 'test_content']
                 is_valid_keys = True
                 for key in needed_keys:
-                    if key not in suggestion:
+                    if key not in suggestion or not suggestion[key]:
                         is_valid_keys = False
                         get_logger().debug(
                             f"Skipping suggestion {i + 1}, because it does not contain '{key}':\n'{suggestion}"
@@ -776,17 +776,23 @@ class PRCodeSuggestions:
                         relevant_file, relevant_lines_start, new_code_snippet
                     )
 
+                # 增加 test_content 到 suggestion body
+                test_content = d.get('test_content', '').strip()
+                test_content_str = f"\n\n**测试建议：** {test_content}" if test_content else ""
+
                 if d.get('score'):
                     body = (
                         f"**Suggestion:** {content} [{label}, importance: {d.get('score')}]\n```suggestion\n"
                         + new_code_snippet
                         + "\n```"
+                        + test_content_str
                     )
                 else:
                     body = (
                         f"**Suggestion:** {content} [{label}]\n```suggestion\n"
                         + new_code_snippet
                         + "\n```"
+                        + test_content_str
                     )
                 code_suggestions.append(
                     {
@@ -999,7 +1005,7 @@ class PRCodeSuggestions:
             header = f"建议"
             delta = 66
             header += "  " * delta
-            pr_body += f"""<thead><tr><td><strong>类别</strong></td><td align=left><strong>{header}</strong></td><td align=center><strong>影响</strong></td></tr>"""
+            pr_body += f"""<thead><tr><td><strong>类别</strong></td><td align=left><strong>{header}</strong></td><td align=left><strong>测试建议</strong></td><td align=center><strong>影响</strong></td></tr>"""
             pr_body += """<tbody>"""
             suggestions_labels = dict()
             # add all suggestions related to each label
@@ -1013,14 +1019,14 @@ class PRCodeSuggestions:
             suggestions_labels = dict(
                 sorted(
                     suggestions_labels.items(),
-                    key=lambda x: max([s['score'] for s in x[1]]),
+                    key=lambda x: max([s.get('score', 0) for s in x[1]]),
                     reverse=True,
                 )
             )
             # sort the suggestions inside each label group by score
             for label, suggestions in suggestions_labels.items():
                 suggestions_labels[label] = sorted(
-                    suggestions, key=lambda x: x['score'], reverse=True
+                    suggestions, key=lambda x: x.get('score', 0), reverse=True
                 )
 
             counter_suggestions = 0
@@ -1068,9 +1074,9 @@ class PRCodeSuggestions:
                         pr_body += f"""<td>\n\n"""
                     else:
                         pr_body += f"""<tr><td>\n\n"""
-                    suggestion_summary = (
+                    # 新增测试建议表格列
-                        suggestion['one_sentence_summary'].strip().rstrip('.')
+                    test_content = suggestion.get('test_content', '').strip()
-                    )
+                    suggestion_summary = suggestion.get('one_sentence_summary', '').strip().rstrip('.')
                     if "'<" in suggestion_summary and ">'" in suggestion_summary:
                         # escape the '<' and '>' characters, otherwise they are interpreted as html tags
                         get_logger().info(
@@ -1085,6 +1091,8 @@ class PRCodeSuggestions:
                     pr_body += f"""
 **{suggestion_content}**
 
+**测试建议：** {suggestion.get('test_content', '').strip()}
+
 [{relevant_file} {range_str}]({code_snippet_link})
 
 {example_code.rstrip()}
@@ -1096,12 +1104,15 @@ class PRCodeSuggestions:
 
                     pr_body += f"</details>"
 
+                    # 新增测试建议表格列
+                    pr_body += f"</td><td>{test_content}</td>"
+
                     # # add another column for 'score'
                     score_int = int(suggestion.get('score', 0))
                     score_str = f"{score_int}"
                     if get_settings().pr_code_suggestions.new_score_mechanism:
                         score_str = self.get_score_str(score_int)
-                    pr_body += f"</td><td align=center>{score_str}\n\n"
+                    pr_body += f"<td align=center>{score_str}\n\n"
 
                     pr_body += f"</td></tr>"
                     counter_suggestions += 1
@@ -1109,6 +1120,19 @@ class PRCodeSuggestions:
                 # pr_body += "</details>"
                 # pr_body += """</td></tr>"""
             pr_body += """</tr></tbody></table>"""
+
+            # 额外输出测试建议列表
+            test_suggestions = [
+                s.get('test_content', '').strip()
+                for label in suggestions_labels.values()
+                for s in label
+                if s.get('test_content', '').strip()
+            ]
+            if test_suggestions:
+                pr_body += "\n\n<strong>【测试建议汇总】</strong><br>\n"
+                for idx, test_content in enumerate(test_suggestions, 1):
+                    pr_body += f"{idx}. {test_content}<br>\n"
+
             return pr_body
         except Exception as e:
             get_logger().info(