literature-research-pipeline端到端学术文献检索与下载全流程自动化。当用户请求检索文献、下载论文、查找学术资料、搜索论文，或提到"帮我找XX相关的文献"、"下载这篇论文"、"需要某篇文献"时触发本技能。完整流程：检索 → 推荐 → 多渠道下载 → 科研通常控监控 → 通知 → 进度追踪。
Install via ClawdBot CLI:
clawdbot install oreosofat/literature-research-pipelineGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Sends data to undocumented external endpoint (potential exfiltration)
POST → https://www.ablesci.com/assist/createCalls external URL not in known-safe list
https://api.unpaywall.org/v2/{DOI}?email={LIT_UNPAYWALL_EMAIL}AI Analysis
The external API calls to Unpaywall (for open-access checking) and Ablesci (a known academic assistance platform in China) are consistent with the skill's stated purpose of literature retrieval and download. While the Ablesci endpoint is undocumented in the skill definition, its context suggests it's part of a legitimate 'research assistance' monitoring step, not credential harvesting or data exfiltration. No hidden instructions or obfuscation are present.
Audited Apr 18, 2026 · audit v1.0
Usage Guide
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Scored May 30, 2026
Use this skill when users need to search academic papers, download research documents, extract citations, or gather scholarly information. Triggers include: requests to "find papers on", "search research about", "download academic articles", "get citations for", or any request involving academic databases like arXiv, PubMed, Semantic Scholar, or Google Scholar. Also use for literature reviews, bibliography generation, and research discovery. Requires OpenClawCLI installation from clawhub.ai.
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