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在 OpenClaw 中安装
/install research-daily-push
功能描述
每天自动检索指定领域最新arXiv论文，生成结构化总结并推送科研文献更新。
安全使用建议
This skill appears to do what it says (query arXiv, summarize papers, push results). Before installing: 1) Inspect the remainder of research_push.py (the delivered file was truncated here) to confirm how push is implemented — check which external endpoints are called and what credentials are read. 2) If you plan to enable push (Feishu/WeChat/email), only provide credentials (PUSH_CHANNEL/PUSH_TARGET/API keys) you trust and scope those accounts appropriately. 3) The package.json vs Python mismatch is likely harmless but review the repository for any unexpected scripts. 4) If you need higher assurance, run the skill in a restricted environment or sandbox and monitor outgoing network calls to verify it only contacts arXiv and intended push endpoints.
功能分析
Type: OpenClaw Skill
Name: research-daily-push
Version: 1.0.0
The skill is a legitimate tool designed to fetch, analyze, and summarize academic papers from the arXiv API. The Python script (research_push.py) implements standard XML parsing and keyword-based scoring without any sensitive data access, obfuscation, or unauthorized network communication. The documentation (SKILL.md and README.md) aligns with the code's functionality and does not contain any malicious instructions or prompt injection attempts.
能力标签
能力评估
Purpose & Capability
Name/description state: daily arXiv retrieval, summarize, and push. The Python code shown implements arXiv querying, analysis, and report generation which aligns with the stated purpose. Minor mismatch: package.json (Node-style) lists a 'requests' dependency (Python) and 'main' points to the Python file — inconsistent packaging but not evidence of malicious intent.
Instruction Scope
SKILL.md stays on-purpose (how to invoke, cron example, what results to produce). It does not instruct reading unrelated system files. The README documents optional env vars for push channels. The truncated source prevents confirmation of the exact push implementation (which endpoints are called and what data is sent), but the visible code only contacts arXiv.
Install Mechanism
No install spec is provided (instruction-only with included code), so nothing arbitrary is downloaded at install time. This is low-risk. The presence of package.json is odd but not an active install instruction in the registry metadata.
Credentials
Registry metadata lists no required env vars, but README documents optional ARXIV_API_KEY, PUSH_CHANNEL, and PUSH_TARGET. That is reasonable for push functionality, but because env vars are not declared as required, users should verify which are actually read by the script. If the push implementation posts to external services, it will need credentials — those are proportional but must be confirmed.
Persistence & Privilege
The skill does not request always:true and is user-invocable only. It does not claim to modify other skills or system-wide settings. Cron setup is done via openclaw CLI (user action). No elevated persistence requested.
如何使用
- 确保已安装 OpenClaw（本地或 Docker 部署）
- 在对话框中输入安装命令：
/install research-daily-push - 安装完成后，直接呼叫该 Skill 的名称或使用
/research-daily-push触发 - 根据 Skill 的参数说明提供必要输入，即可获得结构化输出
版本历史
v1.0.0
- This version announces that the "research-daily-push" skill has been integrated into the unified "research" skill entry.
- The original skill is retained for backward compatibility; all features are now accessed via the unified "research" interface.
- New recommended usage: use "research daily [领域]" for daily literature push.
- Old usage ("daily [领域]") still works and automatically redirects.
- Existing features remain: daily retrieval and structured summary of recent arXiv papers, importance rating, and multi-platform push support.
元数据
常见问题
Research Daily Push 是什么？
每天自动检索指定领域最新arXiv论文，生成结构化总结并推送科研文献更新。 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件，目前累计下载 76 次。
如何安装 Research Daily Push？
在 OpenClaw 或 Claude Code 对话框中运行命令「/install research-daily-push」即可一键安装，无需额外配置。
Research Daily Push 是免费的吗？
是的，Research Daily Push 完全免费，采用 MIT-0 许可证，可自由下载、安装和使用。
Research Daily Push 支持哪些平台？
Research Daily Push 跨平台运行，可在任意部署了 OpenClaw / Claude Code 的环境中使用（cross-platform）。
谁开发了 Research Daily Push？
由 JIRBOY（@jirboy）开发并维护，当前版本 v1.0.0。
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