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ScholarGraph-CancerFusionGenesResearch

作者 Josephyb97 · GitHub ↗ · v1.3.0
cross-platform ✓ 安全检测通过
297
总下载
2
收藏
0
当前安装
3
版本数
在 OpenClaw 中安装
/install scholargraph-cancer-fusiongenes-research-flow
功能描述
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。
安全使用建议
This skill appears coherent for running ScholarGraph-based literature searches and producing Excel reports. Before installing or running it: - Only provide the MINIMAX_API_KEY (and other provider keys) if you trust the LLM provider and the environment where the key will be stored. - The instructions use absolute paths (/root/.openclaw/..., /workspace/...). Confirm these paths are appropriate for your environment or change them to safer, user-specific directories to avoid writing into root-owned locations. - SKILL.md mentions an optional SERPER_API_KEY for a different download method — you only need to supply that if you plan to use that path. - Review the included JS files (generate_excel_template.js, merge_results.js) if you run code from untrusted sources; they are simple and local but will be executed by node. - Confirm you have bun/node installed and that the ScholarGraph CLI (cli.ts) is present and trusted before running the provided commands.
功能分析
Type: OpenClaw Skill Name: scholargraph-cancer-fusiongenes-research-flow Version: 1.3.0 The skill bundle is a legitimate research tool designed for systematic literature review of cancer fusion genes using the ScholarGraph framework. It provides a structured workflow for searching medical databases, downloading PDFs from Europe PMC, deduplicating results via merge_results.js, and generating detailed Excel reports using generate_excel_template.js. No indicators of malicious intent, data exfiltration, or harmful prompt injection were found; the scripts and instructions are entirely consistent with the stated medical research purpose.
能力评估
Purpose & Capability
Name/description (ScholarGraph-based literature research) match the requested binaries (bun, node) and the environment variables (AI_PROVIDER, MINIMAX_API_KEY) needed to run a ScholarGraph CLI that uses an LLM provider. Bundled JS files are utilities (merge + Excel generation) directly relevant to the described workflow.
Instruction Scope
Runtime instructions are focused on searching, downloading open PDFs, merging JSON results, and generating Excel reports. Minor concerns: several absolute paths are used (e.g., /root/.openclaw/... and /workspace/...), which assume particular filesystem layout and elevated user directory structure; SKILL.md mentions SERPER_API_KEY for an alternate download path but that variable is not declared in the skill metadata (it's optional in the text). No instructions attempt to read unrelated secrets or system files.
Install Mechanism
This is an instruction-only skill with two small JS utilities included. There is no download-from-URL or automated installer specified. No high-risk install behavior detected.
Credentials
Requested env vars (AI_PROVIDER and MINIMAX_API_KEY) are proportionate for a tool that calls an LLM provider. Note: SKILL.md references an additional SERPER_API_KEY for optional download functionality but that variable is not listed as required in the metadata — it's optional in instructions but users should be aware of it before providing additional keys. No unrelated cloud credentials or broad secrets are requested.
Persistence & Privilege
always:false and default autonomous invocation are present (normal). The skill does not request permanent system-wide privileges or modify other skills. It writes/reads expected local files (roundN.json, merged_results.json, Excel output).
如何使用
  1. 确保已安装 OpenClaw(本地或 Docker 部署)
  2. 在对话框中输入安装命令:/install scholargraph-cancer-fusiongenes-research-flow
  3. 安装完成后,直接呼叫该 Skill 的名称或使用 /scholargraph-cancer-fusiongenes-research-flow 触发
  4. 根据 Skill 的参数说明提供必要输入,即可获得结构化输出
版本历史
v1.3.0
- 更新描述,明确支持 ScholarGraph v1.4 及以上版本,确保流程适配新版。 - 文档内容和用法保持一致,仅对描述做细微调整,无功能或流程更改。 - 无需担心兼容性,新老用户均可无缝使用。
v1.1.0
Version 1.1.0 – 支持多轮合并和 Excel 生成自动化 - 新增 merge_results.js,支持多轮搜索结果智能合并与去重 - 新增 generate_excel_template.js,实现融合基因信息自动生成标准 Excel 表格,附规范化频率级别与独立参考文献字段 - 文档增加多轮检索、合并去重和 Excel 格式细则说明 - 明确输出表格包含字段要求及自动标签逻辑 - 工作流更优化,便于批量和高质量数据汇总
v1.0.0
ScholarGraph skill refocused for cancer fusion gene literature reviews, with major simplification. - Specializes the skill for comprehensive cancer fusion gene literature analysis, leveraging ScholarGraph v1.4. - Replaces previous generic academic toolkit features and documentation with a step-by-step workflow for biomedical research use. - Provides detailed instructions on literature search, PDF download, targeted gene information extraction, reporting, and Excel table generation. - Dependency and environment requirements narrowed, with emphasis on MiniMax AI provider. - Removes all multi-module code and documentation, retaining only workflow instructions in FLOW.md.
元数据
Slug scholargraph-cancer-fusiongenes-research-flow
版本 1.3.0
许可证
累计安装 0
当前安装数 0
历史版本数 3
常见问题

ScholarGraph-CancerFusionGenesResearch 是什么?

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。 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件,目前累计下载 297 次。

如何安装 ScholarGraph-CancerFusionGenesResearch?

在 OpenClaw 或 Claude Code 对话框中运行命令「/install scholargraph-cancer-fusiongenes-research-flow」即可一键安装,无需额外配置。

ScholarGraph-CancerFusionGenesResearch 是免费的吗?

是的,ScholarGraph-CancerFusionGenesResearch 完全免费(开源免费),可自由下载、安装和使用。

ScholarGraph-CancerFusionGenesResearch 支持哪些平台?

ScholarGraph-CancerFusionGenesResearch 跨平台运行,可在任意部署了 OpenClaw / Claude Code 的环境中使用(cross-platform)。

谁开发了 ScholarGraph-CancerFusionGenesResearch?

由 Josephyb97(@josephyb97)开发并维护,当前版本 v1.3.0。

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