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在 OpenClaw 中安装
/install paper-digest
功能描述
Given an arXiv ID or URL, fetch the paper, spawn sub-agents to read its key citations, and write an executive summary under.
安全使用建议
This skill is internally coherent with its stated purpose, but consider these practical points before installing: (1) It will make outbound HTTP requests to arxiv.org and create files under ~/.openclaw/workspace/ — inspect that directory after use and ensure you are comfortable with those disk writes. (2) It spawns sub-agents (the platform default allows autonomous invocation) which will also fetch pages and write summaries; if you prefer tighter control, run the skill only interactively (user-invocable) or disable autonomous skill invocation in your agent settings. (3) The skill does not request credentials or access other system files, but verify your agent platform does not grant broader filesystem or network privileges that you haven't intended. (4) If you are concerned about data leakage or want auditable runs, run it in a sandboxed account/environment or review produced markdown files before further sharing. Overall there are no mismatches or suspicious requirements detected.
功能分析
Type: OpenClaw Skill
Name: paper-digest
Version: 0.0.2
The 'paper-digest' skill is designed to automate the summarization of arXiv papers and their primary citations. It uses standard web fetching from arxiv.org and writes summaries to a local workspace directory (~/.openclaw/workspace/). The logic, including the spawning of sub-agents for citation processing, is consistent with the stated purpose and lacks any indicators of data exfiltration, malicious execution, or harmful prompt injection.
能力评估
Purpose & Capability
Name/description (fetch a paper, read key citations, produce an executive summary) align with the instructions: web.fetch of arXiv pages, citation extraction, spawning sub-agents to fetch citation pages, and writing markdown summaries. The skill does not request unrelated binaries, credentials, or config paths.
Instruction Scope
Runtime instructions are specific and limited to fetching arXiv pages, extracting up to five citations, and writing summaries. The SKILL.md explicitly restricts citation selection and mandates citation-resolution behavior. The instructions do access and write files under ~/.openclaw/workspace/, which is consistent with producing persistent summaries for the stated purpose.
Install Mechanism
No install spec or code files are present (instruction-only skill), so nothing is written to disk by an installer and no external code is fetched beyond runtime web requests to arXiv.org.
Credentials
The skill declares no required environment variables, credentials, or config paths. The actions described (HTTP fetches to arXiv and reading/writing workspace files) are proportionate to the stated task.
Persistence & Privilege
The skill writes persistent files into ~/.openclaw/workspace/papers/ and ~/.openclaw/workspace/digest/, and spawns sub-agents that will perform similar writes. It does not request always:true or system-wide config changes, but users should be aware it will create and reuse files in that workspace.
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 paper-digest - 安装完成后,直接呼叫该 Skill 的名称或使用
/paper-digest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
v0.0.2
update
v0.0.1
Initial release of paper-digest skill.
- Fetches a given arXiv paper, extracts up to 5 key directly relevant citations.
- Automatically retrieves and summarizes each citation using sub-agents.
- Produces a flowing, markdown-formatted executive summary that integrates context, method, core results, and linked references.
- Designed for seamless, user-invocable paper digest creation; handles unavailable references gracefully.
元数据
常见问题
Paper Digest 是什么?
Given an arXiv ID or URL, fetch the paper, spawn sub-agents to read its key citations, and write an executive summary under. 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件,目前累计下载 703 次。
如何安装 Paper Digest?
在 OpenClaw 或 Claude Code 对话框中运行命令「/install paper-digest」即可一键安装,无需额外配置。
Paper Digest 是免费的吗?
是的,Paper Digest 完全免费(开源免费),可自由下载、安装和使用。
Paper Digest 支持哪些平台?
Paper Digest 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 Paper Digest?
由 Damoon(@damoonsh)开发并维护,当前版本 v0.0.2。
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