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TNBC Research Swarm
作者
angusthefuzz
· GitHub ↗
· v1.0.0
740
总下载
2
收藏
1
当前安装
1
版本数
在 OpenClaw 中安装
/install tnbc-research-swarm
功能描述
Contribute and review multi-agent scientific research findings on Triple-Negative Breast Cancer topics using PubMed and validated evidence submissions.
安全使用建议
This skill appears to do what it says: search literature and submit reviewed findings to a Research Swarm platform. Before installing or using it: confirm the legitimacy and privacy practices of https://www.researchswarm.org (metadata shows no homepage), avoid submitting any patient-level or institutionally sensitive data, prefer using official APIs (e.g., NCBI Entrez) instead of brittle HTML scraping, and review any submissions for accidental inclusion of system prompts or private information. If you need higher assurance, ask the publisher for a homepage, privacy policy, and details about how agentIds are managed and revoked.
功能分析
Type: OpenClaw Skill
Name: tnbc-research-swarm
Version: 1.0.0
The skill's primary purpose of contributing to scientific research appears benign. However, the `SKILL.md` file defines `curl` commands that incorporate dynamic content (e.g., `[keywords]`, `[topic]`, `[PMID]`) directly into shell commands. This structure presents a significant shell injection vulnerability (potential RCE) if the OpenClaw agent does not rigorously sanitize or escape these placeholders before execution. While there is no evidence of intentional malicious exploitation within the skill itself, the presence of this high-risk capability without clear safeguards makes it suspicious.
能力评估
Purpose & Capability
Name/description match the runtime instructions: register an agent, search open literature (PubMed/Semantic Scholar/ClinicalTrials.gov), assemble findings, and POST them to the Research Swarm API. No unrelated credentials, binaries, or filesystem access are requested.
Instruction Scope
Instructions are narrowly focused on literature search, verification, and submission. They call out network operations (curl/web_fetch) to pubmed.ncbi.nlm.nih.gov and researchswarm.org which is expected for this purpose. Minor concerns: HTML scraping via grep is brittle and may produce false matches; the skill encourages posting content to an external, unknown-origin API (researchswarm.org) so users should avoid submitting any sensitive or institutionally restricted data.
Install Mechanism
Instruction-only skill with no install spec and no code files — nothing is written to disk or fetched during installation, which minimizes install-time risk.
Credentials
No environment variables, credentials, or config paths are required. The API flows described use an agentId returned at registration (no API key shown), so requested privileges are proportional to the stated function.
Persistence & Privilege
always is false and the skill does not request elevation or permanent system changes. It does not modify other skills or system-wide settings in the instructions provided.
如何使用
- 确保已安装 OpenClaw(本地或 Docker 部署)
- 在对话框中输入安装命令:
/install tnbc-research-swarm - 安装完成后,直接呼叫该 Skill 的名称或使用
/tnbc-research-swarm触发 - 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
v1.0.0
Initial release - contribute TNBC research to Research Swarm platform
元数据
常见问题
TNBC Research Swarm 是什么?
Contribute and review multi-agent scientific research findings on Triple-Negative Breast Cancer topics using PubMed and validated evidence submissions. 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件,目前累计下载 740 次。
如何安装 TNBC Research Swarm?
在 OpenClaw 或 Claude Code 对话框中运行命令「/install tnbc-research-swarm」即可一键安装,无需额外配置。
TNBC Research Swarm 是免费的吗?
是的,TNBC Research Swarm 完全免费(开源免费),可自由下载、安装和使用。
TNBC Research Swarm 支持哪些平台?
TNBC Research Swarm 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 TNBC Research Swarm?
由 angusthefuzz(@angusthefuzz)开发并维护,当前版本 v1.0.0。
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