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Research skill
by
lilianzeng19891988-cyber
· GitHub ↗
· v1.0.0
· MIT-0
213
Downloads
0
Stars
2
Active Installs
1
Versions
Install in OpenClaw
/install research-skill
Description
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。
Usage Guidance
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.
Capability Analysis
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.
Capability Assessment
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.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install research-skill - After installation, invoke the skill by name or use
/research-skill - Provide required inputs per the skill's parameter spec and get structured output
Version History
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.
Metadata
Frequently Asked Questions
What is Research skill?
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。 It is an AI Agent Skill for Claude Code / OpenClaw, with 213 downloads so far.
How do I install Research skill?
Run "/install research-skill" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Research skill free?
Yes, Research skill is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Research skill support?
Research skill is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Research skill?
It is built and maintained by lilianzeng19891988-cyber (@lilianzeng19891988-cyber); the current version is v1.0.0.
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