论文精读翻译

ArXiv 论文精读级中文翻译，同步到 IMA 知识库 + 腾讯文档。 基于 5 篇论文（MDL/Kunlun/OneTrans/RankMixer/MixFormer）3 轮迭代实战经验。 触发场景：翻译论文、翻译 arxiv、论文精读、论文中文翻译、paper translation、 translate p...

Before installing, verify these points: - Expect to need external CLIs: mcporter, curl, jq, python3 (and whatever web_fetch is). The skill's metadata lists none of these — confirm they exist in your environment. - The SKILL.md uploads documents/images to IMA and Tencent Docs via mcporter. That will require service tokens/credentials; ask the skill author which env vars/config files are required and where credentials are stored. - Inspect/verify the mcporter CLI and any endpoints it calls (mcporter is a third-party tool — ensure it is trusted and review its auth/storage behavior). - The included validate_translation.py is benign and only reads the markdown file to check formatting; it does not exfiltrate secrets. - If you will provide tokens, follow least-privilege practices (use an account with minimal rights) and avoid giving org-level write access until you test with a non-sensitive example. - If you need stricter guarantees, request the author to declare required binaries and environment variables in the metadata, and to document exactly how tokens are obtained/used and where uploads are sent.

Type: OpenClaw Skill Name: paper-translation Version: 1.0.0 The skill bundle is a specialized tool for translating ArXiv papers and synchronizing them with IMA and Tencent Docs. It utilizes standard command-line utilities (curl, jq) and a local Python script (scripts/validate_translation.py) to perform content fetching, formatting validation, and API interactions. The instructions and documentation are transparent, align with the stated purpose, and show no signs of malicious intent, data exfiltration, or unauthorized system access.