科研学术助手
PassAudited by VirusTotal on May 7, 2026.
Overview
Type: OpenClaw Skill Name: research-academic-helper Version: 1.0.0 The skill bundle is a legitimate academic assistant tool providing paper polishing, literature review generation, and innovation analysis. The included Python scripts (generate_literature_matrix.py and polish_paper.py) are standard utility tools for text analysis and data organization using regex and CSV/JSON processing, with no evidence of malicious intent, data exfiltration, or unauthorized system access.
Findings (0)
Artifact-based informational review of SKILL.md, metadata, install specs, static scan signals, and capability signals. ClawScan does not execute the skill or run runtime probes.
If run on a sensitive paper, the document contents are analyzed and a new report file is saved near the original file.
The script reads a user-specified local document and writes an adjacent polish report. This is aligned with the paper-polishing purpose, but it is still local file access and file creation users should notice.
file_path = Path(sys.argv[1]) ... text = file_path.read_text(encoding='utf-8') ... report_path.write_text(report, encoding='utf-8')
Use the file-processing scripts only on intended documents and review the generated output files; no hidden or automatic file processing was found.
Search terms, research topics, or metadata could be exposed to external literature search providers when web access is enabled.
The skill discloses optional online literature search after networking is enabled. This is purpose-aligned, but research queries or topics may be sent to external search/database services.
开启联网功能后，支持检索最新学术文献。... 搜索学术数据库
Enable web search only when needed, and avoid including confidential unpublished details in search queries unless sharing them externally is acceptable.