scholargraph-cancer-fusiongenes-research-flow使用 ScholarGraph v1.4 及以上版本 进行癌症融合基因文献调研的全流程技能。包括搜索、多轮合并去重、提取信息、生成报告和 Excel 表格。
Install via ClawdBot CLI:
clawdbot install Josephyb97/scholargraph-cancer-fusiongenes-research-flowGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Calls external URL not in known-safe list
https://europepmc.org/articles/PMC[ID]?pdf=renderAudited Apr 16, 2026 · audit v1.0
Generated Mar 21, 2026
Pharmaceutical and biotech researchers use this skill to systematically survey literature on cancer fusion genes, identifying potential therapeutic targets and biomarkers. It helps compile comprehensive datasets on gene variants, breakpoints, and clinical significance to inform drug discovery pipelines and clinical trial design.
Diagnostic companies employ this skill to gather detailed information on fusion gene variants, frequencies, and breakpoints across cancer types. This data supports the design and validation of molecular diagnostic assays, such as NGS panels or FISH probes, for accurate detection of fusion events in clinical samples.
Academic researchers and labs use this skill to conduct literature reviews on fusion genes in specific cancers, such as lung or breast cancer. It aids in generating structured Excel reports with references, facilitating meta-analyses, grant writing, and publication of review articles on fusion gene biology.
Healthcare institutions and oncologists utilize this skill to compile up-to-date information on fusion genes relevant to targeted therapies. It helps create summaries of gene-drug associations (e.g., ALK with Crizotinib) and frequency data to guide treatment decisions and molecular tumor board discussions.
Consulting firms in precision medicine apply this skill to analyze fusion gene landscapes for client reports, supporting market analysis, competitive intelligence, or regulatory strategy. It streamlines data collection on emerging biomarkers and therapeutic targets across solid tumors.
Offer access to an AI-powered platform where users can run automated literature reviews on fusion genes, with tiered subscriptions for different usage levels. Revenue comes from monthly or annual fees, targeting research labs and diagnostic companies needing regular updates on gene variants and clinical data.
Provide bespoke services to generate detailed Excel reports and analyses on specific fusion genes or cancer types for clients in pharma or diagnostics. Revenue is generated through project-based fees, with pricing based on report complexity and data volume, leveraging the skill's automation for efficiency.
License the skill as a module within existing diagnostic or research software platforms, enabling users to pull fusion gene data directly into their workflows. Revenue comes from licensing fees or per-use charges, appealing to companies developing NGS analysis tools or clinical decision support systems.
💬 Integration Tip
Ensure API keys for AI providers and tools like ScholarGraph are properly configured in the environment, and verify that all required binaries (bun, node) are installed before execution to avoid runtime errors.
Scored Jun 19, 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.
Get institutional-grade CEO performance analytics for S&P 500 companies. Proprietary scores: CEORaterScore (composite), AlphaScore (market outperformance), R...
Add real references and standardize citations for research papers and theses (为科研论文和毕业论文添加真实参考文献并规范引用标注)
Creates formal academic research papers following IEEE/ACM formatting standards with proper structure, citations, and scholarly writing style. Use when the user asks to write a research paper, academic paper, or conference paper on any topic.
Search, download, and summarize academic papers from arXiv. Built for AI/ML researchers.
Search academic papers on Google Scholar with keyword, author, and year filters, plus access author profiles and export results in JSON format.