feat: combine PRs #178-#182 into one integration PR#183

Copilot wants to merge 8 commits intomainalibaba/loongsuite-python-agent:mainfrom

copilot/combine-prs-178-179-180-181-182alibaba/loongsuite-python-agent:copilot/combine-prs-178-179-180-181-182Copy head branch name to clipboard