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TNBC Research Swarm
by
angusthefuzz
· GitHub ↗
· v1.0.0
740
Downloads
2
Stars
1
Active Installs
1
Versions
Install in OpenClaw
/install tnbc-research-swarm
Description
Contribute and review multi-agent scientific research findings on Triple-Negative Breast Cancer topics using PubMed and validated evidence submissions.
Usage Guidance
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.
Capability Analysis
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.
Capability Assessment
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.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install tnbc-research-swarm - After installation, invoke the skill by name or use
/tnbc-research-swarm - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
Initial release - contribute TNBC research to Research Swarm platform
Metadata
Frequently Asked Questions
What is TNBC Research Swarm?
Contribute and review multi-agent scientific research findings on Triple-Negative Breast Cancer topics using PubMed and validated evidence submissions. It is an AI Agent Skill for Claude Code / OpenClaw, with 740 downloads so far.
How do I install TNBC Research Swarm?
Run "/install tnbc-research-swarm" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is TNBC Research Swarm free?
Yes, TNBC Research Swarm is completely free (open-source). You can download, install and use it at no cost.
Which platforms does TNBC Research Swarm support?
TNBC Research Swarm is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created TNBC Research Swarm?
It is built and maintained by angusthefuzz (@angusthefuzz); the current version is v1.0.0.
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