關於輸出格式前的最後幾個步驟還有 incremental code 的轉格式 incremental_review_markdown_text ，如果判斷屬於 is_incremental ，則提供 sha 值在 url 後方當作 last_commit_url

incremental_review_markdown_text = None
# Add incremental review section
if self.incremental.is_incremental:
    last_commit_url = f"{self.git_provider.get_pr_url()}/commits/" \
                      f"{self.git_provider.incremental.first_new_commit_sha}"
    incremental_review_markdown_text = f"Starting from commit {last_commit_url}"

以及將 code review 的結果改成 markdown，這邊有個主要邏輯是遍尋 output_data['review']，根據類型做處理。其中包含

• Estimated effort to review: 數值轉換為可視化的藍點和白點

• Relevant tests: 有測試的話跟著調整

• Security concerns: 如果有安全問題，則會顯示

• Can be split: 調用 process_can_be_split，處理 code review 中 Pull Request 是否可以拆分，描述 PR 的主題是否可拆分多個子主題

• Key issues to review: 為每個 issue 提供 code 連接

markdown_text = convert_to_markdown_v2(data, self.git_provider.is_supported("gfm_markdown"),
                                    incremental_review_markdown_text, git_provider=self.git_provider)

if 'Estimated effort to review' in key_nice:
            key_nice = 'Estimated effort to review'
            value = str(value).strip()
            if value.isnumeric():
                value_int = int(value)
            else:
                try:
                    value_int = int(value.split(',')[0])
                except ValueError:
                    continue
            blue_bars = '🔵' * value_int
            white_bars = '⚪' * (5 - value_int)
            value = f"{value_int} {blue_bars}{white_bars}"
            if gfm_supported:
                markdown_text += f"<tr><td>"
                markdown_text += f"{emoji}&nbsp;<strong>{key_nice}</strong>: {value}"
                markdown_text += f"</td></tr>\n"
            else:
                markdown_text += f"### {emoji} {key_nice}: {value}\n\n"
        elif 'relevant tests' in key_nice.lower():
            value = value.strip().lower()
            if gfm_supported:
                markdown_text += f"<tr><td>"
                if is_value_no(value):
                    markdown_text += f"{emoji}&nbsp;<strong>No relevant tests</strong>"
                else:
                    markdown_text += f"{emoji}&nbsp;<strong>PR contains tests</strong>"
                markdown_text += f"</td></tr>\n"
            else:
                if is_value_no(value):
                    markdown_text += f'### {emoji} No relevant tests\n\n'
                else:
                    markdown_text += f"### PR contains tests\n\n"
        elif 'security concerns' in key_nice.lower():
            if gfm_supported:
                markdown_text += f"<tr><td>"
                if is_value_no(value):
                    markdown_text += f"{emoji}&nbsp;<strong>No security concerns identified</strong>"
                else:
                    markdown_text += f"{emoji}&nbsp;<strong>Security concerns</strong><br><br>\n\n"
                    value = emphasize_header(value.strip())
                    markdown_text += f"{value}"
                markdown_text += f"</td></tr>\n