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Research skill
作者
lilianzeng19891988-cyber
· GitHub ↗
· v1.0.0
· MIT-0
213
总下载
0
收藏
2
当前安装
1
版本数
在 OpenClaw 中安装
/install research-skill
功能描述
自动生成学术论文各部分内容。支持摘要、引言、方法、实验、结论等章节的撰写。
安全使用建议
This skill is coherent for generating paper text from your project, but it will need access to your project files (code, results, figures) and can run local commands (pdflatex, bibtex) and use WebSearch. Before installing or invoking it: 1) avoid pointing it at proprietary or unreleased data you don't want shared; 2) review generated numerical claims, tables, and citations carefully — the assistant may hallucinate results or references; 3) prefer running it in an environment where file access is controlled (a copy of the project or a sanitized subset); 4) verify that any external searches or citation lookups do not inadvertently send sensitive project snippets to third-party services; and 5) check outputs for plagiarism and ensure proper attribution before submission. If you need higher assurance, request the skill source or run similar functionality in a local, offline toolchain.
功能分析
Type: OpenClaw Skill
Name: research-skill
Version: 1.0.0
The 'research-skill' bundle is a legitimate tool designed to assist in generating academic paper sections (LaTeX) by analyzing project code and experimental results. It utilizes standard agent capabilities like file reading, writing, and LaTeX compilation commands without any evidence of data exfiltration, malicious execution, or prompt injection attacks.
能力评估
Purpose & Capability
The skill claims to auto-generate academic-paper sections from a project's code and experimental results. The SKILL.md explicitly requires reading project code, extracting model/algorithm details, gathering experimental tables/figures, generating LaTeX, and optionally using WebSearch for citations — all of which are coherent and expected for this purpose. There are no unrelated environment variables, binaries, or installs requested.
Instruction Scope
The runtime instructions instruct the agent to read the provided project_path (code, results, figures) and to produce LaTeX and compile it via Bash. That scope is appropriate but sensitive: reading project files may expose proprietary or private data; the SKILL.md also permits using WebSearch (an external network tool). The instructions do not explicitly direct exfiltration, but they give the agent broad discretion to read and process potentially sensitive files and to perform external searches — which could accidentally leak context if the agent sends project content to external endpoints while searching or citing.
Install Mechanism
Instruction-only skill with no install spec and no code files. This minimizes installation risk (nothing is downloaded or written during install).
Credentials
The skill declares no required environment variables, credentials, or config paths. That aligns with its stated purpose: generating writing from locally available project artifacts and performing searches. No disproportionate credential requests are present.
Persistence & Privilege
always is false and the skill does not request persistent or elevated platform-wide privileges. Autonomous invocation is allowed (platform default), which is appropriate for a user-invocable writing assistant. The skill does not modify other skills or global configs in the instructions.
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-skill - 安装完成后，直接呼叫该 Skill 的名称或使用
/research-skill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 "write-paper": an automated academic paper writing skill.
- Generates all major sections of a research paper (abstract, introduction, related work, methodology, experiments, conclusion) using project code and results.
- Supports multiple research domains and top conference formats (NeurIPS, ICML, ICLR, CVPR, ACL).
- Organizes outputs in a structured LaTeX project with separate .tex files for each section and an integrated .bib reference file.
- Provides clear writing standards, editing checklists, conference-specific formatting, and practical usage examples.
元数据
常见问题
Research skill 是什么？
自动生成学术论文各部分内容。支持摘要、引言、方法、实验、结论等章节的撰写。 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件，目前累计下载 213 次。
如何安装 Research skill？
在 OpenClaw 或 Claude Code 对话框中运行命令「/install research-skill」即可一键安装，无需额外配置。
Research skill 是免费的吗？
是的，Research skill 完全免费，采用 MIT-0 许可证，可自由下载、安装和使用。
Research skill 支持哪些平台？
Research skill 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 skill？
由 lilianzeng19891988-cyber（@lilianzeng19891988-cyber）开发并维护，当前版本 v1.0.0。
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