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在 OpenClaw 中安装
/install research-paper-kb
功能描述
Persistent cross-session knowledge base for research papers. Ingest arXiv/DOI → extract method, gap, threat level → append to PAPERS.md. Never lose paper con...
安全使用建议
This skill will make HTTP requests to arXiv and Semantic Scholar and will create/append to PAPERS.md and update MEMORY.md in your workspace root. If you install it: (1) expect the agent to write persistent paper entries to those files, so don't run it in a workspace containing sensitive or unrelated files; (2) Semantic Scholar has rate limits and may require an API key for heavy use — the skill doesn't request one, so you may need to provide it separately if you hit limits; (3) verify autogenerated BibTeX keys and threat-level judgments before relying on them; (4) if you prefer not to have persistent files auto-updated, do not enable autonomous invocation or run the skill only on demand.
功能分析
Type: OpenClaw Skill
Name: research-paper-kb
Version: 1.0.0
The `research-paper-kb` skill is designed to create a persistent knowledge base for research papers. It makes legitimate network requests to academic APIs (arXiv, Semantic Scholar, DOI.org) to fetch paper metadata and abstracts. It performs file write operations to `PAPERS.md` and `MEMORY.md` within the workspace, which is consistent with its stated purpose of maintaining a cross-session knowledge base. There is no evidence of data exfiltration, malicious execution, persistence mechanisms, or prompt injection attempts designed to subvert the agent or harm the user. The skill explicitly states it 'Never modifies: SOUL.md, USER.md, AGENTS.md, TOOLS.md, or any project files', reinforcing its benign intent.
能力评估
Purpose & Capability
The name/description (research paper KB) matches the instructions: fetch paper metadata, extract structured fields, generate BibTeX, and append to PAPERS.md / update MEMORY.md. No unrelated credentials, binaries, or installs are requested.
Instruction Scope
Instructions only reference arXiv and the Semantic Scholar API and explicitly read/update PAPERS.md and MEMORY.md in the workspace root (which is expected for a persistent KB). Minor note: the skill suggests extracting information from 'any available full text' but does not specify additional sources or crawling behavior beyond arXiv/Semantic Scholar.
Install Mechanism
No install spec or code files — instruction-only skill. This is low-risk because nothing is written to disk beyond the files the skill itself instructs the agent to create (PAPERS.md, MEMORY.md).
Credentials
The skill declares no required environment variables or credentials (proportionate). Practical caveat: Semantic Scholar API usage can be rate-limited or require an API key for higher-volume access; the skill does not declare or request an API key (this is an operational omission rather than a secrecy concern).
Persistence & Privilege
The skill writes/updates PAPERS.md and MEMORY.md in the workspace root (its stated purpose). It is not always: true and does not claim elevated system-wide privileges or modify other skills' configs.
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-paper-kb - 安装完成后,直接呼叫该 Skill 的名称或使用
/research-paper-kb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
- Initial release of research-paper-kb, a persistent cross-session knowledge base for research papers.
- Ingests papers via arXiv/DOI/title, extracts structured data (method, gap, threat level, key results, overlap) and appends to PAPERS.md.
- Generates clean BibTeX entries for each added paper.
- Updates MEMORY.md to maintain a pointer and summary for the KB.
- Supports query modes for showing tracked papers and summarizing individual entries.
- Enables seamless paper context retention and structured literature management across sessions.
元数据
常见问题
Research Paper Kb 是什么?
Persistent cross-session knowledge base for research papers. Ingest arXiv/DOI → extract method, gap, threat level → append to PAPERS.md. Never lose paper con... 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件,目前累计下载 961 次。
如何安装 Research Paper Kb?
在 OpenClaw 或 Claude Code 对话框中运行命令「/install research-paper-kb」即可一键安装,无需额外配置。
Research Paper Kb 是免费的吗?
是的,Research Paper Kb 完全免费(开源免费),可自由下载、安装和使用。
Research Paper Kb 支持哪些平台?
Research Paper Kb 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 Paper Kb?
由 ilkham(@ilkhamfy)开发并维护,当前版本 v1.0.0。
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