fix: commit agent changes before opening PR

src/agent_gitea/rendering.py

@@ -34,7 +34,8 @@ Issue URL: {issue.html_url}
 Implement the requested change in this workspace. Keep the change scoped to this issue.
 Run the relevant tests before finishing.
 
-Write `AGENT_IMPLEMENTATION_REPORT.md` in the workspace root using this exact section contract:
+Write `.agent-output/AGENT_IMPLEMENTATION_REPORT.md` using this exact section contract.
+Keep the section headings exactly as written below, but write the section content in Chinese:
 
 - Summary
 - Files changed
@@ -55,7 +56,9 @@ Issue: #{issue.issue_number} {issue.title}
 Review the implementation currently checked out in this workspace. Focus on correctness,
 scope control, test evidence, and human risks. Do not modify code.
 
-Write `AGENT_REVIEW_REPORT.md` in the workspace root using this exact section contract:
+Write `.agent-output/AGENT_REVIEW_REPORT.md` using this exact section contract.
+Keep the section headings exactly as written below. Keep the Verdict token in English,
+but write the section content and Suggested PR Comment in Chinese:
 
 - Verdict: APPROVE, REQUEST_CHANGES, or NEEDS_HUMAN_DECISION
 - Summary
@@ -69,16 +72,16 @@ Write `AGENT_REVIEW_REPORT.md` in the workspace root using this exact section co
 
 
 def render_pr_body(issue: IssueRecord, implementation_report: str) -> str:
-    return f"""Closes #{issue.issue_number}
+    return f"""关联 Issue：#{issue.issue_number}
 
-## Agent Implementation Report
+## 代理实现报告
 
 {implementation_report.strip()}
 
-## Human Review Gate
+## 人工审核
 
-This PR was opened by the local agent manager. It has not been auto-merged.
-Human maintainers must review, decide, and merge manually.
+此 PR 由本地 agent-manager 自动创建，但不会自动合并。
+请维护者人工审核、决策并手动合并。
 """
 
 
@@ -102,13 +105,13 @@ def extract_section(raw: str, title: str) -> str:
 
 
 def render_human_review_summary(review: ReviewReport) -> str:
-    return f"""## Agent Review Summary
+    return f"""## 代理评审摘要
 
-Verdict: `{review.verdict}`
+结论：`{review.verdict}`
 
 {review.suggested_pr_comment.strip()}
 
-## Human Action Required
+## 需要人工处理
 
-Please review the PR manually. The agent manager will not merge, close, or request changes automatically.
+请人工审核该 PR。agent-manager 不会自动合并、关闭 PR 或提交变更请求。
 """