2025 Backlog: 完善本地判题文档与发布流程

[however-yir]

Summary

完善本地判题文档与发布流程

Scope

• Align this task with the 2025 project roadmap.
• Keep compatibility with existing capabilities and interfaces.
• Deliver in small, reviewable changes.

Acceptance Criteria

• Scope is implemented and verified.
• Related docs/comments are updated.
• No regression in existing behavior.

Planned Window

2025-11