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Related Works Report from Paper MDs
作者
Dehao Huang
· GitHub ↗
· v1.0.0
· MIT-0
116
总下载
0
收藏
0
当前安装
1
版本数
在 OpenClaw 中安装
/install related-works-report-from-paper-mds
功能描述
Build a related-works report from one or more paper markdown files by extracting Related Works sections, resolving cited papers, deduplicating references, re...
安全使用建议
This skill appears coherent and implements what it claims. Before running: pick a WORKDIR you control (the skill will create and write multiple artifacts there); avoid putting secrets into the paper markdowns (their titles/text will be sent to Tavily for matching); understand that Tavily is the only search provider the workflow will use (no fallback) so runs may be partial if Tavily is unavailable; the included scripts contact arxiv.org to fetch abstracts (normal for this task). No credentials are requested and there are no hidden network endpoints in the bundled code.
功能分析
Type: OpenClaw Skill
Name: related-works-report-from-paper-mds
Version: 1.0.0
The skill bundle implements a legitimate workflow for generating academic 'Related Works' reports from paper markdown files. It uses a structured pipeline involving citation extraction, deduplication, and metadata retrieval from arXiv via Tavily and local helper scripts. The Python scripts (e.g., `fetch_arxiv_abs.py` and `build_final_related_works_report.py`) are focused on their stated tasks, and the web-fetching logic includes a domain check to restrict requests to `arxiv.org`, mitigating SSRF risks. No evidence of malicious intent, data exfiltration, or harmful prompt injection was found.
能力评估
Purpose & Capability
Name/description match the included assets: SKILL.md describes extraction, deduplication, and abstract lookup; the repo includes parsing and assembly scripts that implement those tasks. There are no unrelated binaries, env vars, or config paths requested.
Instruction Scope
Instructions stay within the stated workflow: read provided paper markdowns, write all artifacts under a user-selected WORKDIR, run title-to-arXiv matching via Tavily, and use local helper scripts to fetch and render abstracts. Two notes: (1) the SKILL mandates 'Tavily-only' for title lookups and 'no fallback' — this is a functional constraint (not a covert action) but may result in partial results if Tavily fails; (2) using Tavily (an external MCP/search) means paper titles (and any text included in queries) will be sent to that third party for matching — expected for this task but worth user awareness.
Install Mechanism
No install spec — instruction-only skill with bundled helper scripts. No downloads or archive extraction. The included Python scripts are small, readable, and operate locally or contact arXiv; nothing is written to disk outside the user-specified WORKDIR per the instructions.
Credentials
The skill requests no environment variables or credentials (proportionate). Caveat: the workflow depends on a third-party service (Tavily) for title->arXiv matching; while the skill doesn't request secrets, using Tavily will transmit titles/queries to that service. The included fetch script contacts only arxiv.org for canonical abstracts/metadata.
Persistence & Privilege
always is false, autonomous invocation is allowed (platform default). The skill does not request permanent system-wide privileges or modify other skills/config. It writes only into the chosen WORKDIR.
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 related-works-report-from-paper-mds - 安装完成后,直接呼叫该 Skill 的名称或使用
/related-works-report-from-paper-mds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 publish.
元数据
常见问题
Related Works Report from Paper MDs 是什么?
Build a related-works report from one or more paper markdown files by extracting Related Works sections, resolving cited papers, deduplicating references, re... 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件,目前累计下载 116 次。
如何安装 Related Works Report from Paper MDs?
在 OpenClaw 或 Claude Code 对话框中运行命令「/install related-works-report-from-paper-mds」即可一键安装,无需额外配置。
Related Works Report from Paper MDs 是免费的吗?
是的,Related Works Report from Paper MDs 完全免费,采用 MIT-0 许可证,可自由下载、安装和使用。
Related Works Report from Paper MDs 支持哪些平台?
Related Works Report from Paper MDs 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 Related Works Report from Paper MDs?
由 Dehao Huang(@red0orange)开发并维护,当前版本 v1.0.0。
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