paper-research-assistant科研论文研读与复现自动化助手。使用当用户需要：(1) 研读论文 PDF 并提取核心内容，(2) 生成结构化研读报告，(3) 查找官方代码/数据集，(4) 编写复现代码框架，(5) 设计实验方案复现论文结果
Install via ClawdBot CLI:
clawdbot install limax666/paper-research-assistantGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Potentially destructive shell commands in tool definitions
eval(Calls external URL not in known-safe list
https://github.com/ossu/computer-science*AI Analysis
The skill definition describes legitimate academic research workflows (PDF parsing, report generation, code scaffolding) with no evidence of hidden instructions, credential harvesting, or data exfiltration. The flagged 'eval()' and external URL references appear to be examples within documentation, not active malicious code. The primary risk is theoretical dependency compromise, not inherent skill design.
Audited Apr 16, 2026 · audit v1.0
Generated Mar 20, 2026
Assists graduate students and researchers in quickly understanding and reproducing papers for literature reviews or thesis projects. It automates metadata extraction and report generation, saving time on manual analysis.
Helps R&D teams in tech companies analyze cutting-edge research papers to inform product development or innovation strategies. It streamlines resource collection and code scaffolding for prototyping new algorithms.
Used in data science or AI bootcamps to teach students how to read and implement research papers. It provides structured reports and code frameworks to enhance learning and hands-on practice.
Supports developers in contributing to open-source projects by analyzing related papers and generating reproducible code. It verifies resources and ensures compliance with licenses for community use.
Offers tiered subscription plans for individual researchers, academic institutions, or enterprises. Revenue comes from monthly or annual fees, with premium features like advanced API access or priority support.
Provides a free basic version for limited use, with paid upgrades for additional features such as enhanced PDF parsing, custom report templates, or integration with cloud platforms. Revenue is generated from add-on sales.
Targets large corporations or research labs with custom licensing agreements for full access, including on-premise deployment, dedicated support, and tailored integrations. Revenue is based on annual contracts.
💬 Integration Tip
Integrate with cloud storage services like Google Drive or GitHub for seamless paper upload and code management, and use webhooks to trigger automated workflows upon new paper submissions.
Scored Apr 19, 2026
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