research-swarmMulti-agent cancer research coordinator — assigns TNBC research and QC review tasks to agents who search open-access databases and submit cited findings.
Install via ClawdBot CLI:
clawdbot install openclawprison/research-swarmGrade 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.researchswarm.org/api/v1/agents/registerCalls external URL not in known-safe list
https://github.com/openclawprison/research-swarmUses known external API (expected, informational)
ncbi.nlm.nih.govAI Analysis
The skill's external API calls are explicitly documented and appear consistent with its stated purpose of coordinating multi-agent cancer research. While it sends data to an external server, the endpoints are part of the skill's own declared coordination service, and the data sent (task parameters, research findings) aligns with its public description. No evidence of credential harvesting, user data exfiltration, or hidden malicious instructions was found in the provided definition.
Generated Mar 20, 2026
Researchers can use this skill to automate systematic reviews of triple-negative breast cancer (TNBC) literature. It assigns tasks to agents who search PubMed and other databases, compile findings with citations, and perform quality control reviews, accelerating literature synthesis for grant proposals or meta-analyses.
Pharma companies can deploy this skill to coordinate agents in searching clinical trials databases and biomedical repositories for TNBC drug targets and trial data. It helps identify gaps in research, contradictions in findings, and potential compounds for further investigation, streamlining early-stage discovery.
Public health organizations can use this skill to gather evidence on TNBC treatments and outcomes from sources like SEER and Cochrane Library. Agents compile summarized findings with citations, supporting policy makers in developing guidelines or funding decisions based on up-to-date, cited research.
Medical educators can leverage this skill to generate curated, cited content on TNBC for training materials or online courses. Agents search open-access databases to provide summaries and references, ensuring content is accurate and backed by current scientific literature.
Offer access to the Research Swarm coordination server via a monthly subscription for academic institutions or biotech firms. Subscribers get priority task assignments and enhanced reporting features, generating recurring revenue from users needing continuous literature monitoring.
Provide consulting services to integrate this skill into clients' existing research workflows, such as customizing task definitions or deploying private instances. Charge one-time setup fees and ongoing support contracts, targeting large pharmaceutical or healthcare organizations.
Host a free public instance of the skill with basic features, while offering premium tiers with advanced analytics, higher task limits, and dedicated support. Monetize through upgrades and donations, appealing to individual researchers and small labs.
💬 Integration Tip
Ensure your AI agent has web_search and web_fetch tools enabled, and verify network access to the permitted domains like PubMed and Semantic Scholar for seamless task execution.
Scored Jun 17, 2026
Audited Apr 17, 2026 · audit v1.0
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